From f619cd58b7d6ae6947f22c03baf20778c5c6e4d5 Mon Sep 17 00:00:00 2001 From: vincentpierre Date: Thu, 20 Sep 2018 13:33:59 -0700 Subject: [PATCH 01/11] Modified first docs --- docs/Basic-Guide.md | 38 ++++++------ docs/Getting-Started-with-Balance-Ball.md | 50 ++++++++------- docs/Learning-Environment-Create-New.md | 72 +++++++++++----------- docs/images/mlagents-SetBrainToTrain.png | Bin 0 -> 24207 bytes docs/images/mlagents-SetExternalBrain.png | Bin 34199 -> 0 bytes 5 files changed, 84 insertions(+), 76 deletions(-) create mode 100644 docs/images/mlagents-SetBrainToTrain.png delete mode 100644 docs/images/mlagents-SetExternalBrain.png diff --git a/docs/Basic-Guide.md b/docs/Basic-Guide.md index b620fd14a0..a93be3ef9d 100644 --- a/docs/Basic-Guide.md +++ b/docs/Basic-Guide.md @@ -45,17 +45,19 @@ TensorFlow files in the Project window under **Assets** > **ML-Agents** > ## Running a Pre-trained Model -1. In the **Project** window, go to `Assets/ML-Agents/Examples/3DBall` folder +1. In the **Project** window, go to `Assets/ML-Agents/Examples/3DBall/Scenes` folder and open the `3DBall` scene file. -2. In the **Hierarchy** window, select the **Ball3DBrain** child under the - **Ball3DAcademy** GameObject to view its properties in the Inspector window. -3. On the **Ball3DBrain** object's **Brain** component, change the **Brain - Type** to **Internal**. -4. In the **Project** window, locate the - `Assets/ML-Agents/Examples/3DBall/TFModels` folder. -5. Drag the `3DBall` model file from the `TFModels` folder to the **Graph - Model** field of the **Ball3DBrain** object's **Brain** component. -6. Click the **Play** button and you will see the platforms balance the balls +2. In the **Project** window, go to `Assets/ML-Agents/Examples/3DBall/Prefabs` folder + and select the `Game/Platform` prefab. +3. In the `Ball 3D Agent` Component: Drag the **Ball3DBrain** located into + `Assets/ML-Agents/Examples/3DBall/Brains` into the `Brain` property of + the `Ball 3D Agent`. +4. Make sure that all of the Agents in the Scene now have **Ball3DBrain** as `Brain`. +5. In the **Project** window, locate the `Assets/ML-Agents/Examples/3DBall/TFModels` + folder. +6. Drag the `3DBall` model file from the `Assets/ML-Agents/Examples/3DBall/TFModels` + folder to the **Model** field of the **Ball3DBrain**. +7. Click the **Play** button and you will see the platforms balance the balls using the pretrained model. ![Running a pretrained model](images/running-a-pretrained-model.gif) @@ -74,18 +76,18 @@ More information and documentation is provided in the ## Training the Brain with Reinforcement Learning -### Setting the Brain to External +### Adding a Brain to the training session -Since we are going to build this environment to conduct training, we need to set -the Brain used by the Agents to **External**. This allows the Agents to +Since we are going to build this environment to conduct training, we need to add +the Brain to the training session. This allows the Agents to communicate with the external training process when making their decisions. -1. In the **Scene** window, click the triangle icon next to the Ball3DAcademy - object. -2. Select its child object **Ball3DBrain**. -3. In the Inspector window, set **Brain Type** to **External**. +1. Give to the agents you want to train the **Ball3DBrain**. + __Note:__ You can only perform training with an `Internal Brain`. +2. Select the **Ball3DAcademy** GameObject and add the **Ball3DBrain** + to the Training Hub and toggle the train checkbox. -![Set Brain to External](images/mlagents-SetExternalBrain.png) +![Set Brain to External](images/mlagents-SetBrainToTrain.png) ### Training the environment diff --git a/docs/Getting-Started-with-Balance-Ball.md b/docs/Getting-Started-with-Balance-Ball.md index 14f03b7c18..097ecc108e 100644 --- a/docs/Getting-Started-with-Balance-Ball.md +++ b/docs/Getting-Started-with-Balance-Ball.md @@ -52,12 +52,17 @@ to speed up training since all twelve agents contribute to training in parallel. The Academy object for the scene is placed on the Ball3DAcademy GameObject. When you look at an Academy component in the inspector, you can see several -properties that control how the environment works. For example, the **Training** -and **Inference Configuration** properties set the graphics and timescale -properties for the Unity application. The Academy uses the **Training -Configuration** during training and the **Inference Configuration** when not -training. (*Inference* means that the Agent is using a trained model or -heuristics or direct control — in other words, whenever **not** training.) +properties that control how the environment works. +The **Training Hub** keeps track of which brains will send data during training, +If a brain is added to the hub, his data will be sent to the external training +process. If the train toogle is checked, the training process will be able to +control the agents linked to the brain to train them. +The **Training** and **Inference Configuration** properties +set the graphics and timescale properties for the Unity application. +The Academy uses the **Training Configuration** during training and the +**Inference Configuration** when not training. (*Inference* means that the +Agent is using a trained model or heuristics or direct control — in other +words, whenever **not** training.) Typically, you set low graphics quality and a high time scale for the **Training configuration** and a high graphics quality and the timescale to `1.0` for the **Inference Configuration** . @@ -83,27 +88,28 @@ environment around the Agents. ### Brain -The Ball3DBrain GameObject in the scene, which contains a Brain component, is a -child of the Academy object. (All Brain objects in a scene must be children of -the Academy.) All the Agents in the 3D Balance Ball environment use the same -Brain instance. A Brain doesn't store any information about an Agent, it just +Brains are assets that exist in your project folder. The Ball3DAgents are connected +to a brain, for example : the **Ball3DBrain**. +A Brain doesn't store any information about an Agent, it just routes the Agent's collected observations to the decision making process and returns the chosen action to the Agent. Thus, all Agents can share the same Brain, but act independently. The Brain settings tell you quite a bit about how an Agent works. -The **Brain Type** determines how an Agent makes its decisions. The **External** -and **Internal** types work together — use **External** when training your -Agents; use **Internal** when using the trained model. The **Heuristic** Brain -allows you to hand-code the Agent's logic by extending the Decision class. +There are 3 types of brains, you can create new ones by selecting `Assets -> +Create -> ML-Agents -> Brain`. +The **Internal Brain** is a brain that uses a Neural Network to take decisions. +When the Brain is toogled as `Train` in the Academy **Training Hub**, the +Neural Network will be trained by the external process. You can also use the +**Internal Brain** with a pre-trained model. +The **Heuristic** Brain allows you to hand-code the Agent's logic by extending +the Decision class. Finally, the **Player** Brain lets you map keyboard commands to actions, which can be useful when testing your agents and environment. If none of these types of Brains do what you need, you can implement your own CoreBrain to create your own type. -In this tutorial, you will set the **Brain Type** to **External** for training; -when you embed the trained model in the Unity application, you will change the -**Brain Type** to **Internal**. +In this tutorial, you will use an **Internal Brain** for training. #### Vector Observation Space @@ -264,11 +270,11 @@ From TensorBoard, you will see the summary statistics: Once the training process completes, and the training process saves the model (denoted by the `Saved Model` message) you can add it to the Unity project and -use it with Agents having an **Internal** Brain type. **Note:** Do not just -close the Unity Window once the `Saved Model` message appears. Either wait for -the training process to close the window or press Ctrl+C at the command-line -prompt. If you simply close the window manually, the .bytes file containing the -trained model is not exported into the ml-agents folder. +use it with Agents having an **Internal Brain**. +__Note:__ Do not just close the Unity Window once the `Saved Model` message appears. +Either wait for the training process to close the window or press Ctrl+C at the +command-line prompt. If you simply close the window manually, the .bytes file +containing the trained model is not exported into the ml-agents folder. ### Setting up TensorFlowSharp Support diff --git a/docs/Learning-Environment-Create-New.md b/docs/Learning-Environment-Create-New.md index 4aa469c95a..0614a87761 100644 --- a/docs/Learning-Environment-Create-New.md +++ b/docs/Learning-Environment-Create-New.md @@ -18,11 +18,11 @@ steps: from a simple physical simulation containing a few objects to an entire game or ecosystem. 2. Implement an Academy subclass and add it to a GameObject in the Unity scene - containing the environment. This GameObject will serve as the parent for any - Brain objects in the scene. Your Academy class can implement a few optional + containing the environment. Your Academy class can implement a few optional methods to update the scene independently of any agents. For example, you can add, move, or delete agents and other entities in the environment. -3. Add one or more Brain objects to the scene as children of the Academy. +3. Create one or more Brain assets by clicking `Assets -> Create -> ML-Agents + -> Bain`. And name them appropriately. 4. Implement your Agent subclasses. An Agent subclass defines the code an Agent uses to observe its environment, to carry out assigned actions, and to calculate the rewards used for reinforcement training. You can also implement @@ -108,8 +108,6 @@ component later in the tutorial. 1. Right click in Hierarchy window, select Create Empty. 2. Name the GameObject "Academy" -3. Right-click on the Academy GameObject and select Create Empty. -4. Name this child of the Academy, "Brain". ![The scene hierarchy](images/mlagents-NewTutHierarchy.png) @@ -156,22 +154,21 @@ in the Inspector window. ![The Academy properties](images/mlagents-NewTutAcademy.png) -## Add a Brain +## Add Brains The Brain object encapsulates the decision making process. An Agent sends its -observations to its Brain and expects a decision in return. The Brain Type -setting determines how the Brain makes decisions. Unlike the Academy and Agent -classes, you don't make your own Brain subclasses. - +observations to its Brain and expects a decision in return. The type of the brain +(Internal, Heuristic or player) determines how the Brain makes decisions. To create the Brain: -1. Select the Brain GameObject created earlier to show its properties in the - Inspector window. -2. Click **Add Component**. -3. Select the **Scripts/Brain** component to add it to the GameObject. +1. Go to `Assets -> Create -> ML-Agents` and select the type of brain you want to + create. In this tutorial, we will create an **Internal Brain** and + a **Player Brain**. +2. Name them `RollerBallBrain` and `RollerBallPlayer` respectively. -We will come back to the Brain properties later, but leave the Brain Type as -**Player** for now. +We will come back to the Brain properties later, but leave the Model property +of the `RollerBallBrain` as `None` for now. We will need to first train a +model before we can add it to the **Internal Brain**. ![The Brain default properties](images/mlagents-NewTutBrain.png) @@ -470,15 +467,15 @@ window. Now, that all the GameObjects and ML-Agent components are in place, it is time to connect everything together in the Unity Editor. This involves assigning the -Brain object to the Agent, changing some of the Agent Components properties, and +Brain asset to the Agent, changing some of the Agent Components properties, and setting the Brain properties so that they are compatible with our Agent code. -1. Expand the Academy GameObject in the Hierarchy window, so that the Brain - object is visible. +1. In the Academy Inspector, add the `RollerBallBrain` and `RollerBallPlayer` + brains to the **Training Hub**. 2. Select the RollerAgent GameObject to show its properties in the Inspector window. -3. Drag the Brain object from the Hierarchy window to the RollerAgent Brain - field. +3. Drag the Brain `RollerBallPlayer` from the Project window to the + RollerAgent `Brain` field. 4. Change `Decision Frequency` from `1` to `5`. ![Assign the Brain to the RollerAgent](images/mlagents-NewTutAssignBrain.png) @@ -486,8 +483,9 @@ setting the Brain properties so that they are compatible with our Agent code. Also, drag the Target GameObject from the Hierarchy window to the RollerAgent Target field. -Finally, select the Brain GameObject so that you can see its properties in the -Inspector window. Set the following properties: +Finally, select the the `RollerBallBrain` and `RollerBallPlayer` brains assets +so that you can edit their properties in the Inspector window. Set the following +properties on both of them: * `Vector Observation Space Type` = **Continuous** * `Vector Observation Space Size` = 8 @@ -500,19 +498,18 @@ Now you are ready to test the environment before training. ## Testing the Environment It is always a good idea to test your environment manually before embarking on -an extended training run. The reason we have left the Brain set to the -**Player** type is so that we can control the Agent using direct keyboard +an extended training run. The reason we have created the `RollerBallPlayer` brain +is so that we can control the Agent using direct keyboard control. But first, you need to define the keyboard to action mapping. Although the RollerAgent only has an `Action Size` of two, we will use one key to specify positive values and one to specify negative values for each action, for a total of four keys. -1. Select the Brain GameObject to view its properties in the Inspector. -2. Set **Brain Type** to **Player**. -3. Expand the **Continuous Player Actions** dictionary (only visible when using - the **Player* brain). -4. Set **Size** to 4. -5. Set the following mappings: +1. Select the `RollerBallPlayer` brain to view its properties in the Inspector. +2. Expand the **Continuous Player Actions** dictionary (only visible when using + a player brain). +3. Set **Size** to 4. +4. Set the following mappings: | Element | Key | Index | Value | | :------------ | :---: | :------: | :------: | @@ -539,7 +536,9 @@ the Python API work as expected using the `notebooks/getting-started.ipynb` environment. Now you can train the Agent. To get ready for training, you must first to change -the **Brain Type** from **Player** to **External**. From there, the process is +the `Brain` of the agent to be the Internal Brain `RollerBallBrain`. +Then drag the `RollerBallBrain` into the Academy's `Training Hub` and check +to toogle Train for that brain. From there, the process is the same as described in [Training ML-Agents](Training-ML-Agents.md). ## Review: Scene Layout @@ -547,18 +546,19 @@ the same as described in [Training ML-Agents](Training-ML-Agents.md). This section briefly reviews how to organize your scene when using Agents in your Unity environment. -There are three kinds of game objects you need to include in your scene in order +There are two kinds of game objects you need to include in your scene in order to use Unity ML-Agents: * Academy -* Brain * Agents +You also need to have brain assets linked appropriately to Agents and to Academy + Keep in mind: * There can only be one Academy game object in a scene. -* You can have multiple Brain game objects but they must be child of the Academy - game object. +* You can only train Internal Brains that have been included into the Academy's + Training Hub. 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z`Zc${r2eR}5xb8$J>B|jdlW~@nk>_pl<n?RU$8ZseO)!Emd!#P_T|A zec!)-Py6A)+YhzXCBP9CxnAOj@q9UK%Y2P|0j6>Zoia>c2KmStv_Lyu8?(l)P;s!8g@~Rwr)#@j@FHmzn9Bg#kVH z02Jb1-V-aA*DVZmC5Fj3pj?_~?Jmok%K9)|V8dEddHz%5vJZ&nlhOs;ey?`cn6>A% zzHc{zeJc8?$wDKC4Bn7ZB3!YYD=nXnRAH^haq^jryPu~v!fM)%_X-k%;Y7_UL_8p& zoS9zP<%zkW8Go9iT}hvO6$ch#j>7!u79L&JJYfTy_|vaq{j~NBIM7h|dJ@B~x6h-# zi$VwO1TAP4Lid>pOF-M;gbrbMj3jBe~!=IJygWR2QLn#03FAV zKhXoAH~AC*j^UdUlK|B@2fUQMs42JVy)eQov@7|q(?7uw1%+88(AgtD13%K@@?vH0 HKY9Nz8?$+q From 26acc9541202ac4ec21de7b99cb4edc4cd7fff0b Mon Sep 17 00:00:00 2001 From: vincentpierre Date: Thu, 20 Sep 2018 18:46:32 -0700 Subject: [PATCH 02/11] modified the markdown, not the images --- docs/Basic-Guide.md | 1 + docs/FAQ.md | 4 +- docs/Getting-Started-with-Balance-Ball.md | 4 +- docs/Glossary.md | 2 +- docs/Learning-Environment-Create-New.md | 2 +- docs/Learning-Environment-Design-Academy.md | 5 +- docs/Learning-Environment-Design-Agents.md | 15 ++-- docs/Learning-Environment-Design-Brains.md | 47 +++++------- ...ing-Environment-Design-Heuristic-Brains.md | 11 ++- ...ning-Environment-Design-Internal-Brains.md | 75 +++++++++++++++++++ ...arning-Environment-Design-Player-Brains.md | 7 +- docs/Learning-Environment-Design.md | 50 +++++++------ docs/Learning-Environment-Executable.md | 20 ++--- docs/ML-Agents-Overview.md | 29 ++++--- docs/Migrating.md | 6 ++ docs/Python-API.md | 14 ++-- docs/Readme.md | 2 +- docs/Training-Imitation-Learning.md | 13 ++-- docs/Using-TensorFlow-Sharp-in-Unity.md | 4 +- 19 files changed, 193 insertions(+), 118 deletions(-) create mode 100644 docs/Learning-Environment-Design-Internal-Brains.md diff --git a/docs/Basic-Guide.md b/docs/Basic-Guide.md index a93be3ef9d..e500d0ff4a 100644 --- a/docs/Basic-Guide.md +++ b/docs/Basic-Guide.md @@ -53,6 +53,7 @@ TensorFlow files in the Project window under **Assets** > **ML-Agents** > `Assets/ML-Agents/Examples/3DBall/Brains` into the `Brain` property of the `Ball 3D Agent`. 4. Make sure that all of the Agents in the Scene now have **Ball3DBrain** as `Brain`. + __Note__ : You can modify multiple game objects in a scene by selecting them all at once using the search bar in the Scene Hierarchy. 5. In the **Project** window, locate the `Assets/ML-Agents/Examples/3DBall/TFModels` folder. 6. Drag the `3DBall` model file from the `Assets/ML-Agents/Examples/3DBall/TFModels` diff --git a/docs/FAQ.md b/docs/FAQ.md index 5edbf29b1a..d8e458ba64 100644 --- a/docs/FAQ.md +++ b/docs/FAQ.md @@ -91,8 +91,8 @@ On Windows, you can find If you are able to launch the environment from `UnityEnvironment` but then receive a timeout error, there may be a number of possible causes. -* _Cause_: There may be no Brains in your environment which are set to - `External`. In this case, the environment will not attempt to communicate +* _Cause_: There may be no Brains the `Training Hub` of the Academy. + In this case, the environment will not attempt to communicate with python. _Solution_: Set the Brains(s) you wish to externally control through the Python API to `External` from the Unity Editor, and rebuild the environment. diff --git a/docs/Getting-Started-with-Balance-Ball.md b/docs/Getting-Started-with-Balance-Ball.md index 097ecc108e..47e6b7525f 100644 --- a/docs/Getting-Started-with-Balance-Ball.md +++ b/docs/Getting-Started-with-Balance-Ball.md @@ -55,7 +55,7 @@ you look at an Academy component in the inspector, you can see several properties that control how the environment works. The **Training Hub** keeps track of which brains will send data during training, If a brain is added to the hub, his data will be sent to the external training -process. If the train toogle is checked, the training process will be able to +process. If the `Train` checkbox is checked, the training process will be able to control the agents linked to the brain to train them. The **Training** and **Inference Configuration** properties set the graphics and timescale properties for the Unity application. @@ -99,7 +99,7 @@ an Agent works. There are 3 types of brains, you can create new ones by selecting `Assets -> Create -> ML-Agents -> Brain`. The **Internal Brain** is a brain that uses a Neural Network to take decisions. -When the Brain is toogled as `Train` in the Academy **Training Hub**, the +When the Brain is checked as `Train` in the Academy **Training Hub**, the Neural Network will be trained by the external process. You can also use the **Internal Brain** with a pre-trained model. The **Heuristic** Brain allows you to hand-code the Agent's logic by extending diff --git a/docs/Glossary.md b/docs/Glossary.md index 41524291f6..fd5d28bdf9 100644 --- a/docs/Glossary.md +++ b/docs/Glossary.md @@ -30,5 +30,5 @@ logic should not be placed here. * **External Coordinator** - ML-Agents class responsible for communication with outside processes (in this case, the Python API). -* **Trainer** - Python class which is responsible for training a given External +* **Trainer** - Python class which is responsible for training a given Brain. Contains TensorFlow graph which makes decisions for External Brain. diff --git a/docs/Learning-Environment-Create-New.md b/docs/Learning-Environment-Create-New.md index 0614a87761..ea5253e05d 100644 --- a/docs/Learning-Environment-Create-New.md +++ b/docs/Learning-Environment-Create-New.md @@ -538,7 +538,7 @@ environment. Now you can train the Agent. To get ready for training, you must first to change the `Brain` of the agent to be the Internal Brain `RollerBallBrain`. Then drag the `RollerBallBrain` into the Academy's `Training Hub` and check -to toogle Train for that brain. From there, the process is +to `Train` checkbox for that brain. From there, the process is the same as described in [Training ML-Agents](Training-ML-Agents.md). ## Review: Scene Layout diff --git a/docs/Learning-Environment-Design-Academy.md b/docs/Learning-Environment-Design-Academy.md index 56420d9f8c..9b66cb57bc 100644 --- a/docs/Learning-Environment-Design-Academy.md +++ b/docs/Learning-Environment-Design-Academy.md @@ -50,7 +50,10 @@ logic for creating them in the `AcademyStep()` function. ## Academy Properties ![Academy Inspector](images/academy.png) - +* `Training Hub` - Gathers the brains that will communicate with the external + process. Any brain added to the Training Hub will be visible from the external + process. In addition, if the checkbox `Train` is checked, the brain will be + controllable from the external process and will thus be trainable. * `Max Steps` - Total number of steps per-episode. `0` corresponds to episodes without a maximum number of steps. Once the step counter reaches maximum, the environment will reset. diff --git a/docs/Learning-Environment-Design-Agents.md b/docs/Learning-Environment-Design-Agents.md index f73cdb3602..dfedd80b4a 100644 --- a/docs/Learning-Environment-Design-Agents.md +++ b/docs/Learning-Environment-Design-Agents.md @@ -17,13 +17,12 @@ trained agents or for imitation learning.) The Brain class abstracts out the decision making logic from the Agent itself so that you can use the same Brain in multiple Agents. How a Brain makes its -decisions depends on the type of Brain it is. An **External** Brain simply -passes the observations from its Agents to an external process and then passes -the decisions made externally back to the Agents. An **Internal** Brain uses the -trained policy parameters to make decisions (and no longer adjusts the -parameters in search of a better decision). The other types of Brains do not -directly involve training, but you might find them useful as part of a training -project. See [Brains](Learning-Environment-Design-Brains.md). +decisions depends on the type of Brain it is. A Player Brain allows you +to directly control the agent. A heuristic Brain allows you to create a +decision script to control the agent with a set of rules. These two brains +do not involve neural networks but they can be useful for debugging. The +Internal Brain allows you to train and use neural network models for +your Agents. See [Brains](Learning-Environment-Design-Brains.md). ## Decisions @@ -127,8 +126,6 @@ When you set up an Agent's Brain in the Unity Editor, set the following properties to use a continuous vector observation: * **Space Size** — The state size must match the length of your feature vector. -* **Brain Type** — Set to **External** during training; set to **Internal** to - use the trained model. The observation feature vector is a list of floating point numbers, which means you must convert any other data types to a float or a list of floats. diff --git a/docs/Learning-Environment-Design-Brains.md b/docs/Learning-Environment-Design-Brains.md index 06109cbb60..f0b082c6ac 100644 --- a/docs/Learning-Environment-Design-Brains.md +++ b/docs/Learning-Environment-Design-Brains.md @@ -1,32 +1,26 @@ # Brains -The Brain encapsulates the decision making process. Brain objects must be -children of the Academy in the Unity scene hierarchy. Every Agent must be +The Brain encapsulates the decision making process. Every Agent must be assigned a Brain, but you can use the same Brain with more than one Agent. You can also create several Brains, attach each of the Brain to one or more than one Agent. -Use the Brain class directly, rather than a subclass. Brain behavior is -determined by the **Brain Type**. The ML-Agents toolkit defines four Brain -Types: - -* [External](Learning-Environment-Design-External-Internal-Brains.md) — The - **External** and **Internal** types typically work together; set **External** - when training your Agents. You can also use the **External** Brain to - communicate with a Python script via the Python `UnityEnvironment` class - included in the Python portion of the ML-Agents SDK. -* [Internal](Learning-Environment-Design-External-Internal-Brains.md) – Set - **Internal** to make use of a trained model. +There are 3 types of brains you can use: + +* [Internal](Learning-Environment-Internal-Brains.md) – Set + **Internal** to make use of a trained model or train a new model. * [Heuristic](Learning-Environment-Design-Heuristic-Brains.md) – Set **Heuristic** to hand-code the Agent's logic by extending the Decision class. * [Player](Learning-Environment-Design-Player-Brains.md) – Set **Player** to map keyboard keys to Agent actions, which can be useful to test your Agent code. -During training, set your Agent's Brain type to **External**. To use the trained -model, import the model file into the Unity project and change the Brain type to -**Internal**. +During training, use an **Internal Brain** +and drag it into the Academy's `Training Hub` with the `Train` checkbox checked. +When you want to use the trained model, import the model file into the Unity +project, add it to the **Model** property of the **Internal Brain** and uncheck +the `Train` checkbox of the `Training Hub`. -The Brain class has several important properties that you can set using the +Brain assets has several important properties that you can set using the Inspector window. These properties must be appropriate for the Agents using the Brain. For example, the `Vector Observation Space Size` property must match the length of the feature vector created by an Agent exactly. See @@ -59,23 +53,20 @@ to a Brain component: number of possible discrete values for each action branch. * `Action Descriptions` - A list of strings used to name the available actions for the Brain. -* `Type of Brain` - Describes how the Brain will decide actions. - * `External` - Actions are decided by an external process, such as the PPO - training process. - * `Internal` - Actions are decided using internal TensorFlowSharp model. - * `Player` - Actions are decided using keyboard input mappings. - * `Heuristic` - Actions are decided using a custom `Decision` script, which - must be attached to the Brain game object. + +The other properties of the brain depend on the type of Brain you are using. ## Using the Broadcast Feature -The Player, Heuristic and Internal Brains have been updated to support -broadcast. The broadcast feature allows you to collect data from your Agents -using a Python program without controlling them. +The Player, Heuristic and Internal Brains can support +broadcast to an external process. The broadcast feature allows you to collect data +from your Agents using a Python program without controlling them. ### How to use: Unity -To turn it on in Unity, simply check the `Broadcast` box as shown bellow: +To turn it on in Unity, Drag the Brain into the Academy's training hub but leave +the `Train` checkbox unchecked. This will expose the Brain's data without letting the +external process control it. ![Broadcast](images/broadcast.png) diff --git a/docs/Learning-Environment-Design-Heuristic-Brains.md b/docs/Learning-Environment-Design-Heuristic-Brains.md index aad74213c0..aa8ae27976 100644 --- a/docs/Learning-Environment-Design-Heuristic-Brains.md +++ b/docs/Learning-Environment-Design-Heuristic-Brains.md @@ -1,12 +1,11 @@ # Heuristic Brain -The **Heuristic** Brain type allows you to hand code an Agent's decision making -process. A Heuristic Brain requires an implementation of the Decision interface +The **Heuristic Brain** type allows you to hand code an Agent's decision making +process. A Heuristic Brain requires an implementation of the Decision script to which it delegates the decision making process. -When you set the **Brain Type** property of a Brain to **Heuristic**, you must -add a component implementing the Decision interface to the same GameObject as -the Brain. +When you use a **Heuristic Brain**, you must add a decision script to the `Decision` +property of the **Heuristic Brain**. ## Implementing the Decision interface @@ -17,7 +16,7 @@ class as a Unity component) and extend the Decision interface. using UnityEngine; using MLAgents; -public class HeuristicLogic : MonoBehaviour, Decision +public class HeuristicLogic : Decision { // ... } diff --git a/docs/Learning-Environment-Design-Internal-Brains.md b/docs/Learning-Environment-Design-Internal-Brains.md new file mode 100644 index 0000000000..ec4638c964 --- /dev/null +++ b/docs/Learning-Environment-Design-Internal-Brains.md @@ -0,0 +1,75 @@ +# Internal Brains + +The **Internal Brain** work in different phases of +training. When training your Agents, drag the **Internal Brain** to the +Academy's `Training Hub` and check the checkbox `Train`. When using a pretrained +model, just drag the Model file into the `Model` property of the **Internal Brain**. + +## Training Mode + +When [running an ML-Agents training algorithm](Training-ML-Agents.md), at least +one Brain asset must be in the Academy's `Training Hub` with the checkbox `Train` +checked. This allows the training process to collect the observations of Agents +using that Brain and give the Agents their actions. + +In addition to using an **Internal Brain** for training using the ML-Agents learning +algorithms, you can use an **Internal Brain** to control Agents in a Unity +environment using an external Python program. See [Python API](Python-API.md) +for more information. + +## Inference Mode + +The **Internal Brain** type uses a +[TensorFlow model](https://www.tensorflow.org/get_started/get_started_for_beginners#models_and_training) +to make decisions. The Proximal Policy Optimization (PPO) and Behavioral Cloning +algorithms included with the ML-Agents SDK produce trained TensorFlow models +that you can use with the Internal Brain type. + +A __model__ is a mathematical relationship mapping an agent's observations to +its actions. TensorFlow is a software library for performing numerical +computation through data flow graphs. A TensorFlow model, then, defines the +mathematical relationship between your Agent's observations and its actions +using a TensorFlow data flow graph. + +### Creating a graph model + +The training algorithms included in the ML-Agents SDK produce TensorFlow graph +models as the end result of the training process. See +[Training ML-Agents](Training-ML-Agents.md) for instructions on how to train a +model. + +### Using a graph model + +To use a graph model: + +1. Select the **Internal Brain** asset in the **Project** window of the Unity Editor. + **Note:** In order to see the **Internal** Brain Type option, you must + [enable TensorFlowSharp](Using-TensorFlow-Sharp-in-Unity.md). +3. Import the `environment_run-id.bytes` file produced by the PPO training + program. (Where `environment_run-id` is the name of the model file, which is + constructed from the name of your Unity environment executable and the run-id + value you assigned when running the training process.) + + You can + [import assets into Unity](https://docs.unity3d.com/Manual/ImportingAssets.html) + in various ways. The easiest way is to simply drag the file into the + **Project** window and drop it into an appropriate folder. +4. Once the `environment.bytes` file is imported, drag it from the **Project** + window to the **Model** field of the Brain component. + +If you are using a model produced by the ML-Agents `mlagents-learn` command, use +the default values for the other Internal Brain parameters. + +### Internal Brain properties + +The default values of the TensorFlow graph parameters work with the model +produced by the PPO and BC training code in the ML-Agents SDK. To use a default +ML-Agents model, the only parameter that you need to set is the `Graph Model`, +which must be set to the .bytes file containing the trained model itself. + +![Internal Brain Inspector](images/internal_brain.png) + +* `Model` : This must be the `bytes` file corresponding to the pre-trained + TensorFlow graph. (You must first drag this file into your Project window + and then from the Resources folder into the inspector) + diff --git a/docs/Learning-Environment-Design-Player-Brains.md b/docs/Learning-Environment-Design-Player-Brains.md index c30204b7b2..fc5931d3e1 100644 --- a/docs/Learning-Environment-Design-Player-Brains.md +++ b/docs/Learning-Environment-Design-Player-Brains.md @@ -1,14 +1,13 @@ # Player Brain -The **Player** Brain type allows you to control an Agent using keyboard +The **Player Brain** allows you to control an Agent using keyboard commands. You can use Player Brains to control a "teacher" Agent that trains other Agents during [imitation learning](Training-Imitation-Learning.md). You -can also use Player Brains to test your Agents and environment before changing -their Brain types to **External** and running the training process. +can also use Player Brains to test your Agents and environment before replacing them by **Internal Brains** and running the training process. ## Player Brain properties -The **Player** Brain properties allow you to assign one or more keyboard keys to +The **Player Brain** properties allow you to assign one or more keyboard keys to each action and a unique value to send when a key is pressed. ![Player Brain Inspector](images/player_brain.png) diff --git a/docs/Learning-Environment-Design.md b/docs/Learning-Environment-Design.md index a97f0e70f6..5a2b9be4b3 100644 --- a/docs/Learning-Environment-Design.md +++ b/docs/Learning-Environment-Design.md @@ -27,7 +27,7 @@ Step-by-step procedures for running the training process are provided in the ## The Simulation and Training Process Training and simulation proceed in steps orchestrated by the ML-Agents Academy -class. The Academy works with Agent and Brain objects in the scene to step +class. The Academy works with Agent objects in the scene to step through the simulation. When either the Academy has reached its maximum number of steps or all Agents in the scene are _done_, one training episode is finished. @@ -35,17 +35,17 @@ finished. During training, the external Python training process communicates with the Academy to run a series of episodes while it collects data and optimizes its neural network model. The type of Brain assigned to an Agent determines whether -it participates in training or not. The **External** Brain communicates with the -external process to train the TensorFlow model. When training is completed -successfully, you can add the trained model file to your Unity project for use -with an **Internal** Brain. +it participates in training or not. The **Internal Brain** can be used to train +or execute a TensorFlow model. When training is completed +successfully, you can add the trained model file to your Unity project for later +use. The ML-Agents Academy class orchestrates the agent simulation loop as follows: 1. Calls your Academy subclass's `AcademyReset()` function. 2. Calls the `AgentReset()` function for each Agent in the scene. 3. Calls the `CollectObservations()` function for each Agent in the scene. -4. Uses each Agent's Brain class to decide on the Agent's next action. +4. Uses each Agent's Brain to decide on the Agent's next action. 5. Calls your subclass's `AcademyStep()` function. 6. Calls the `AgentAction()` function for each Agent in the scene, passing in the action chosen by the Agent's Brain. (This function is not called if the @@ -71,17 +71,17 @@ information. ## Organizing the Unity Scene To train and use the ML-Agents toolkit in a Unity scene, the scene must contain -a single Academy subclass along with as many Brain objects and Agent subclasses -as you need. Any Brain instances in the scene must be attached to GameObjects -that are children of the Academy in the Unity Scene Hierarchy. Agent instances -should be attached to the GameObject representing that Agent. +a single Academy subclass and as many Agent subclasses +as you need. The brain assets are present in the project and should be grouped +together and named according to the type of agents they are compatible with. +Agent instances should be attached to the GameObject representing that Agent. ![Scene Hierarchy](images/scene-hierarchy.png) You must assign a Brain to every Agent, but you can share Brains between multiple Agents. Each Agent will make its own observations and act -independently, but will use the same decision-making logic and, for **Internal** -Brains, the same trained TensorFlow model. +independently, but will use the same decision-making logic and, for **Internal +Brains**, the same trained TensorFlow model. ### Academy @@ -114,17 +114,22 @@ the Academy properties and their uses. ### Brain -The Brain encapsulates the decision making process. Brain objects must be -children of the Academy in the Unity scene hierarchy. Every Agent must be +The Brain encapsulates the decision making process. Every Agent must be assigned a Brain, but you can use the same Brain with more than one Agent. - -Use the Brain class directly, rather than a subclass. Brain behavior is -determined by the Brain type. During training, set your Agent's Brain type to -**External**. To use the trained model, import the model file into the Unity -project and change the Brain type to **Internal**. See +__Note__:You can assign the same brain to multiple agents by using prefabs +or by selecting all the agents you want to attach the brain to using the +search bar on top of the Scene Hierarchy window. + +To Create a Brain, go to `Assets -> Create -> Ml-Agents` and select the +type of brain you want to use. Brain behavior is +determined by the Brain type. During training, use an **Internal Brain** +and drag it into the Academy's `Training Hub` with the `Train` checkbox checked. +When you want to use the trained model, import the model file into the Unity +project, add it to the **Model** property of the **Internal Brain** and uncheck +the `Train` checkbox of the `Training Hub`. See [Brains](Learning-Environment-Design-Brains.md) for details on using the -different types of Brains. You can extend the CoreBrain class to create -different Brain types if the four built-in types don't do what you need. +different types of Brains. You can create new types of brains if the three +built-in types don't do what you need. The Brain class has several important properties that you can set using the Inspector window. These properties must be appropriate for the Agents using the @@ -195,7 +200,8 @@ include: * The training scene must start automatically when your Unity application is launched by the training process. -* The scene must include at least one **External** Brain. +* The scene must include an Academy with at least one Brain in the `Training Hub` + with the `Train` checkbox checked. * The Academy must reset the scene to a valid starting point for each episode of training. * A training episode must have a definite end — either using `Max Steps` or by diff --git a/docs/Learning-Environment-Executable.md b/docs/Learning-Environment-Executable.md index 829fea10b0..02ae5441a0 100644 --- a/docs/Learning-Environment-Executable.md +++ b/docs/Learning-Environment-Executable.md @@ -28,15 +28,9 @@ environment: ![3DBall Scene](images/mlagents-Open3DBall.png) Make sure the Brains in the scene have the right type. For example, if you want -to be able to control your agents from Python, you will need to set the -corresponding Brain to **External**. - -1. In the **Scene** window, click the triangle icon next to the Ball3DAcademy - object. -2. Select its child object **Ball3DBrain**. -3. In the Inspector window, set **Brain Type** to **External**. - -![Set Brain to External](images/mlagents-SetExternalBrain.png) +to be able to control your agents from Python, you will need to put the brain +controlling the Agents to be an **Internal Brain** and drag it into the +Academy's `Training Hub` with the `Train` checkbox checked. Next, we want the set up scene to play correctly when the training process launches our environment executable. This means: @@ -211,9 +205,9 @@ your Internal Brain by following the steps below: 1. Move your model file into `UnitySDK/Assets/ML-Agents/Examples/3DBall/TFModels/`. 2. Open the Unity Editor, and select the **3DBall** scene as described above. -3. Select the **Ball3DBrain** object from the Scene hierarchy. -4. Change the **Type of Brain** to **Internal**. +3. Select the **Ball3DBrain** object from the Project window. 5. Drag the `_.bytes` file from the Project window of - the Editor to the **Graph Model** placeholder in the **Ball3DBrain** + the Editor to the **Model** placeholder in the **Ball3DBrain** inspector window. -6. Press the Play button at the top of the editor. +6. Remove the **Ball3DBrain** from the Academy's `Training Hub` +7. Press the Play button at the top of the editor. diff --git a/docs/ML-Agents-Overview.md b/docs/ML-Agents-Overview.md index 52776a4ed1..792ad125c2 100644 --- a/docs/ML-Agents-Overview.md +++ b/docs/ML-Agents-Overview.md @@ -182,14 +182,12 @@ settings. So how does the Brain control what the Agent does? In practice, we have four different types of Brains, which enable a wide range of training and inference scenarios: -- **External** - where decisions are made using the Python API. Here, the - observations and rewards collected by the Brain are forwarded to the Python - API through the External Communicator. The Python API then returns the - corresponding action that needs to be taken by the Agent. - **Internal** - where decisions are made using an embedded [TensorFlow](Background-TensorFlow.md) model. The embedded TensorFlow model represents a learned policy and the Brain directly uses this model to - determine the action for each Agent. + determine the action for each Agent. You can train an **InternalBrain** + by dragging it into the Academy's `Training Hub` with the `Train` + checkbox checked. - **Player** - where decisions are made using real input from a keyboard or controller. Here, a human player is controlling the Agent and the observations and rewards collected by the Brain are not used to control the Agent. @@ -202,7 +200,7 @@ range of training and inference scenarios: hard-coded behaviors. We can then evaluate which medic is more effective. As currently described, it may seem that the External Communicator and Python -API are only leveraged by the External Brain. This is not true. It is possible +API are only leveraged by the Internal Brain. This is not true. It is possible to configure the Internal, Player and Heuristic Brains to also send the observations, rewards and actions to the Python API through the External Communicator (a feature called _broadcasting_). As we will see shortly, this @@ -226,8 +224,8 @@ inference can proceed. As mentioned previously, the ML-Agents toolkit ships with several implementations of state-of-the-art algorithms for training intelligent agents. -In this mode, the Brain type is set to External during training and Internal -during inference. More specifically, during training, all the medics in the +In this mode, the only brain used is an **Internal Brain**. More +specifically, during training, all the medics in the scene send their observations to the Python API through the External Communicator (this is the behavior with an External Brain). The Python API processes these observations and sends back actions for each medic to take. @@ -256,10 +254,10 @@ tutorial covers this training mode with the **3D Balance Ball** sample environme ### Custom Training and Inference -In the previous mode, the External Brain type was used for training to generate -a TensorFlow model that the Internal Brain type can understand and use. However, +In the previous mode, the Internal Brain type was used for training to generate +a TensorFlow model that the Internal Brain can later use. However, any user of the ML-Agents toolkit can leverage their own algorithms for both -training and inference. In this case, the Brain type would be set to External +training and inference. In this case, the Brain type would be set to Internal for both training and inferences phases and the behaviors of all the Agents in the scene will be controlled within Python. @@ -408,10 +406,11 @@ training process. learn more about adding visual observations to an agent [here](Learning-Environment-Design-Agents.md#multiple-visual-observations). -- **Broadcasting** - As discussed earlier, an External Brain sends the - observations for all its Agents to the Python API by default. This is helpful - for training or inference. Broadcasting is a feature which can be enabled for - the other three modes (Player, Internal, Heuristic) where the Agent +- **Broadcasting** - As discussed earlier, an Internal Brain sends the + observations for all its Agents to the Python API when dragged into the + Academy's `Training Hub` with the `Train` checkbox checked. This is helpful + for training and later inference. Broadcasting is a feature which can be + enabled all types of brains (Player, Internal, Heuristic) where the Agent observations and actions are also sent to the Python API (despite the fact that the Agent is **not** controlled by the Python API). This feature is leveraged by Imitation Learning, where the observations and actions for a diff --git a/docs/Migrating.md b/docs/Migrating.md index ef28358ee0..dabf097c6f 100644 --- a/docs/Migrating.md +++ b/docs/Migrating.md @@ -1,5 +1,11 @@ # Migrating +## Migrating from ML-Agents toolkit v0.5 to v0.6 +### Important +* Brains are now Scriptable Objects instead of Monobehaviors. This will + allow you to set Brains into prefabs and use the same brains accross + scenes. + ## Migrating from ML-Agents toolkit v0.4 to v0.5 ### Important diff --git a/docs/Python-API.md b/docs/Python-API.md index 9e993aced2..cdc6a291fb 100644 --- a/docs/Python-API.md +++ b/docs/Python-API.md @@ -32,9 +32,10 @@ These classes are all defined in the `ml-agents/mlagents/envs` folder of the ML-Agents SDK. To communicate with an Agent in a Unity environment from a Python program, the -Agent must either use an **External** Brain or use a Brain that is broadcasting -(has its **Broadcast** property set to true). Your code is expected to return -actions for Agents with external Brains, but can only observe broadcasting +Agent must either use a Brain present in the Academy's `Training Hub`. +Your code is expected to return +actions for Agents with Brains with the `Train` checkbox of the +Academy's `Training Hub` checked, but can only observe broadcasting Brains (the information you receive for an Agent is the same in both cases). _Notice: Currently communication between Unity and Python takes place over an @@ -95,7 +96,7 @@ Once loaded, you can use your UnityEnvironment object, which referenced by a variable named `env` in this example, can be used in the following way: - **Print : `print(str(env))`** - Prints all parameters relevant to the loaded environment and the external + Prints all parameters relevant to the loaded environment and the Brains. - **Reset : `env.reset(train_model=True, config=None)`** Send a reset signal to the environment, and provides a dictionary mapping @@ -128,9 +129,10 @@ variable named `env` in this example, can be used in the following way: observations = brainInfo.vector_observations ``` - Note that if you have more than one external Brain in the environment, you + Note that if you have more than one Brain in the Academy's `Training Hub` with + the `Train` checkbox checked, you must provide dictionaries from Brain names to arrays for `action`, `memory` - and `value`. For example: If you have two external Brains named `brain1` and + and `value`. For example: If you have two training Brains named `brain1` and `brain2` each with one Agent taking two continuous actions, then you can have: diff --git a/docs/Readme.md b/docs/Readme.md index 4057e19efe..817c4a33ea 100644 --- a/docs/Readme.md +++ b/docs/Readme.md @@ -25,7 +25,7 @@ * [Brains](Learning-Environment-Design-Brains.md): [Player](Learning-Environment-Design-Player-Brains.md), [Heuristic](Learning-Environment-Design-Heuristic-Brains.md), - [Internal & External](Learning-Environment-Design-External-Internal-Brains.md) + [Internal](Learning-Environment-Design-Internal-Brains.md) * [Learning Environment Best Practices](Learning-Environment-Best-Practices.md) * [Using the Monitor](Feature-Monitor.md) * [Using an Executable Environment](Learning-Environment-Executable.md) diff --git a/docs/Training-Imitation-Learning.md b/docs/Training-Imitation-Learning.md index f5f89068ae..f7880397db 100644 --- a/docs/Training-Imitation-Learning.md +++ b/docs/Training-Imitation-Learning.md @@ -24,11 +24,14 @@ Machine Learning tasks work. 1. In order to use imitation learning in a scene, the first thing you will need is to create two Brains, one which will be the "Teacher," and the other which will be the "Student." We will assume that the names of the Brain - `GameObject`s are "Teacher" and "Student" respectively. -2. Set the "Teacher" Brain to Player mode, and properly configure the inputs to - map to the corresponding actions. **Ensure that "Broadcast" is checked within - the Brain inspector window.** -3. Set the "Student" Brain to External mode. + `Assets`s are "Teacher" and "Student" respectively. +2. The "Teacher" Brain must be a **Player Brain**. You must properly + configure the inputs to map to the corresponding actions. +3. The "Student" Brain must be an **Internal Brain**. +4. The Brain Parameters of both the "Teacher" and "Student" brains must be + compatible with the agent. +5. Drag both the "Teacher" and "Student" brain into the Academy's `Training Hub` + and check the `Train` checkbox on the "Student" brain. 4. Link the Brains to the desired Agents (one Agent as the teacher and at least one Agent as a student). 5. In `config/trainer_config.yaml`, add an entry for the "Student" Brain. Set diff --git a/docs/Using-TensorFlow-Sharp-in-Unity.md b/docs/Using-TensorFlow-Sharp-in-Unity.md index 2e3f2246cf..c107b9726a 100644 --- a/docs/Using-TensorFlow-Sharp-in-Unity.md +++ b/docs/Using-TensorFlow-Sharp-in-Unity.md @@ -64,7 +64,7 @@ You can have additional placeholders for float or integers but they must be placed in placeholders of dimension 1 and size 1. (Be sure to name them.) It is important that the inputs and outputs of the graph are exactly the ones -you receive and return when training your model with an `External` Brain. This +you receive and return when training your model with an training Brain. This means you cannot have any operations such as reshaping outside of the graph. The object you get by calling `step` or `reset` has fields `vector_observations`, `visual_observations` and `memories` which must correspond to the placeholders @@ -100,7 +100,7 @@ your graph, specify it in the `Graph Scope` field. ![Internal Brain Inspector](images/internal_brain.png) See -[Internal Brain](Learning-Environment-Design-External-Internal-Brains.md#internal-brain) +[Internal Brain](Learning-Environment-Design-Internal-Brains.md#internal-brain) for more information about using Internal Brains. If you followed these instructions well, the Agents in your environment that use From 0a7d150a2ac17f64cf97bcb0e49389a3bb7640f8 Mon Sep 17 00:00:00 2001 From: vincentpierre Date: Thu, 20 Sep 2018 18:53:43 -0700 Subject: [PATCH 03/11] Missing doc --- ...ronment-Design-External-Internal-Brains.md | 116 ------------------ 1 file changed, 116 deletions(-) delete mode 100644 docs/Learning-Environment-Design-External-Internal-Brains.md diff --git a/docs/Learning-Environment-Design-External-Internal-Brains.md b/docs/Learning-Environment-Design-External-Internal-Brains.md deleted file mode 100644 index 677c034901..0000000000 --- a/docs/Learning-Environment-Design-External-Internal-Brains.md +++ /dev/null @@ -1,116 +0,0 @@ -# External and Internal Brains - -The **External** and **Internal** types of Brains work in different phases of -training. When training your Agents, set their Brain types to **External**; when -using the trained models, set their Brain types to **Internal**. - -## External Brain - -When [running an ML-Agents training algorithm](Training-ML-Agents.md), at least -one Brain object in a scene must be set to **External**. This allows the -training process to collect the observations of Agents using that Brain and give -the Agents their actions. - -In addition to using an External Brain for training using the ML-Agents learning -algorithms, you can use an External Brain to control Agents in a Unity -environment using an external Python program. See [Python API](Python-API.md) -for more information. - -Unlike the other types, the External Brain has no properties to set in the Unity -Inspector window. - -## Internal Brain - -The Internal Brain type uses a -[TensorFlow model](https://www.tensorflow.org/get_started/get_started_for_beginners#models_and_training) -to make decisions. The Proximal Policy Optimization (PPO) and Behavioral Cloning -algorithms included with the ML-Agents SDK produce trained TensorFlow models -that you can use with the Internal Brain type. - -A __model__ is a mathematical relationship mapping an agent's observations to -its actions. TensorFlow is a software library for performing numerical -computation through data flow graphs. A TensorFlow model, then, defines the -mathematical relationship between your Agent's observations and its actions -using a TensorFlow data flow graph. - -### Creating a graph model - -The training algorithms included in the ML-Agents SDK produce TensorFlow graph -models as the end result of the training process. See -[Training ML-Agents](Training-ML-Agents.md) for instructions on how to train a -model. - -### Using a graph model - -To use a graph model: - -1. Select the Brain GameObject in the **Hierarchy** window of the Unity Editor. - (The Brain GameObject must be a child of the Academy GameObject and must have - a Brain component.) -2. Set the **Brain Type** to **Internal**. - **Note:** In order to see the **Internal** Brain Type option, you must - [enable TensorFlowSharp](Using-TensorFlow-Sharp-in-Unity.md). -3. Import the `environment_run-id.bytes` file produced by the PPO training - program. (Where `environment_run-id` is the name of the model file, which is - constructed from the name of your Unity environment executable and the run-id - value you assigned when running the training process.) - - You can - [import assets into Unity](https://docs.unity3d.com/Manual/ImportingAssets.html) - in various ways. The easiest way is to simply drag the file into the - **Project** window and drop it into an appropriate folder. -4. Once the `environment.bytes` file is imported, drag it from the **Project** - window to the **Graph Model** field of the Brain component. - -If you are using a model produced by the ML-Agents `mlagents-learn` command, use -the default values for the other Internal Brain parameters. - -### Internal Brain properties - -The default values of the TensorFlow graph parameters work with the model -produced by the PPO and BC training code in the ML-Agents SDK. To use a default -ML-Agents model, the only parameter that you need to set is the `Graph Model`, -which must be set to the .bytes file containing the trained model itself. - -![Internal Brain Inspector](images/internal_brain.png) - -* `Graph Model` : This must be the `bytes` file corresponding to the pre-trained - TensorFlow graph. (You must first drag this file into your Resources folder - and then from the Resources folder into the inspector) - -Only change the following Internal Brain properties if you have created your own -TensorFlow model and are not using an ML-Agents model: - -* `Graph Scope` : If you set a scope while training your TensorFlow model, all - your placeholder name will have a prefix. You must specify that prefix here. - Note that if more than one Brain were set to external during training, you - must give a `Graph Scope` to the Internal Brain corresponding to the name of - the Brain GameObject. -* `Batch Size Node Name` : If the batch size is one of the inputs of your - graph, you must specify the name if the placeholder here. The Brain will make - the batch size equal to the number of Agents connected to the Brain - automatically. -* `State Node Name` : If your graph uses the state as an input, you must specify - the name of the placeholder here. -* `Recurrent Input Node Name` : If your graph uses a recurrent input / memory as - input and outputs new recurrent input / memory, you must specify the name if - the input placeholder here. -* `Recurrent Output Node Name` : If your graph uses a recurrent input / memory - as input and outputs new recurrent input / memory, you must specify the name - if the output placeholder here. -* `Observation Placeholder Name` : If your graph uses observations as input, you - must specify it here. Note that the number of observations is equal to the - length of `Camera Resolutions` in the Brain parameters. -* `Action Node Name` : Specify the name of the placeholder corresponding to the - actions of the Brain in your graph. If the action space type is continuous, - the output must be a one dimensional tensor of float of length `Action Space - Size`, if the action space type is discrete, the output must be a one - dimensional tensor of int of the same length as the `Branches` array. -* `Graph Placeholder` : If your graph takes additional inputs that are fixed - (example: noise level) you can specify them here. Note that in your graph, - these must correspond to one dimensional tensors of int or float of size 1. - * `Name` : Corresponds to the name of the placeholder. - * `Value Type` : Either Integer or Floating Point. - * `Min Value` and `Max Value` : Specify the range of the value here. The value - will be sampled from the uniform distribution ranging from `Min Value` to - `Max Value` inclusive. From 7556c030e0b1498621bc279e9c6e6d9e5776ef12 Mon Sep 17 00:00:00 2001 From: vincentpierre Date: Thu, 20 Sep 2018 19:10:21 -0700 Subject: [PATCH 04/11] Replaced Internal with Learned Brain --- docs/Background-TensorFlow.md | 10 +++--- docs/Basic-Guide.md | 7 ++-- docs/FAQ.md | 2 +- docs/Getting-Started-with-Balance-Ball.md | 10 +++--- docs/Glossary.md | 2 +- docs/Learning-Environment-Create-New.md | 10 +++--- docs/Learning-Environment-Design-Agents.md | 4 +-- docs/Learning-Environment-Design-Brains.md | 26 ++++++++------- ...ing-Environment-Design-Learning-Brains.md} | 26 +++++++-------- ...arning-Environment-Design-Player-Brains.md | 2 +- docs/Learning-Environment-Design.md | 8 ++--- docs/Learning-Environment-Executable.md | 4 +-- docs/ML-Agents-Overview.md | 30 +++++++++--------- docs/Readme.md | 2 +- docs/Training-Imitation-Learning.md | 4 +-- docs/Training-ML-Agents.md | 2 +- docs/Using-TensorFlow-Sharp-in-Unity.md | 12 +++---- ...{internal_brain.png => learning_brain.png} | Bin 18 files changed, 81 insertions(+), 80 deletions(-) rename docs/{Learning-Environment-Design-Internal-Brains.md => Learning-Environment-Design-Learning-Brains.md} (81%) rename docs/images/{internal_brain.png => learning_brain.png} (100%) diff --git a/docs/Background-TensorFlow.md b/docs/Background-TensorFlow.md index ce34d0143d..f27e210b2c 100644 --- a/docs/Background-TensorFlow.md +++ b/docs/Background-TensorFlow.md @@ -17,7 +17,7 @@ performing computations using data flow graphs, the underlying representation of deep learning models. It facilitates training and inference on CPUs and GPUs in a desktop, server, or mobile device. Within the ML-Agents toolkit, when you train the behavior of an agent, the output is a TensorFlow model (.bytes) file -that you can then embed within an Internal Brain. Unless you implement a new +that you can then embed within an Learning Brain. Unless you implement a new algorithm, the use of TensorFlow is mostly abstracted away and behind the scenes. @@ -39,15 +39,15 @@ recommend this ## TensorFlowSharp One of the drawbacks of TensorFlow is that it does not provide a native C# API. -This means that the Internal Brain is not natively supported since Unity scripts -are written in C#. Consequently, to enable the Internal Brain, we leverage a +This means that the Learning Brain is not natively supported since Unity scripts +are written in C#. Consequently, to enable the Learning Brain, we leverage a third-party library [TensorFlowSharp](https://github.com/migueldeicaza/TensorFlowSharp) which provides .NET bindings to TensorFlow. Thus, when a Unity environment that -contains an Internal Brain is built, inference is performed via TensorFlowSharp. +contains an Learning Brain is built, inference is performed via TensorFlowSharp. We provide an additional in-depth overview of how to leverage [TensorFlowSharp within Unity](Using-TensorFlow-Sharp-in-Unity.md) which will become more relevant once you install and start training behaviors within the ML-Agents -toolkit. Given the reliance on TensorFlowSharp, the Internal Brain is currently +toolkit. Given the reliance on TensorFlowSharp, the Learning Brain is currently marked as experimental. diff --git a/docs/Basic-Guide.md b/docs/Basic-Guide.md index e500d0ff4a..99f65c4930 100644 --- a/docs/Basic-Guide.md +++ b/docs/Basic-Guide.md @@ -84,7 +84,7 @@ the Brain to the training session. This allows the Agents to communicate with the external training process when making their decisions. 1. Give to the agents you want to train the **Ball3DBrain**. - __Note:__ You can only perform training with an `Internal Brain`. + __Note:__ You can only perform training with an `Learning Brain`. 2. Select the **Ball3DAcademy** GameObject and add the **Ball3DBrain** to the Training Hub and toggle the train checkbox. @@ -219,15 +219,14 @@ You can press Ctrl+C to stop the training, and your trained model will be at `models//editor__.bytes` where `` is the name of the Academy GameObject in the current scene. This file corresponds to your model's latest checkpoint. You can now embed this -trained model into your Internal Brain by following the steps below, which is +trained model into your Learning Brain by following the steps below, which is similar to the steps described [above](#play-an-example-environment-using-pretrained-model). 1. Move your model file into `UnitySDK/Assets/ML-Agents/Examples/3DBall/TFModels/`. 2. Open the Unity Editor, and select the **3DBall** scene as described above. -3. Select the **Ball3DBrain** object from the Scene hierarchy. -4. Change the **Type of Brain** to **Internal**. +3. Select the **Ball3DBrain** Learning Brain from the Scene hierarchy. 5. Drag the `_.bytes` file from the Project window of the Editor to the **Graph Model** placeholder in the **Ball3DBrain** inspector window. diff --git a/docs/FAQ.md b/docs/FAQ.md index d8e458ba64..81e21e79e2 100644 --- a/docs/FAQ.md +++ b/docs/FAQ.md @@ -20,7 +20,7 @@ ENABLE_TENSORFLOW flag for your scripting define symbols, you will see the following error message: ```console -You need to install and enable the TensorFlowSharp plugin in order to use the Internal Brain. +You need to install and enable the TensorFlowSharp plugin in order to use the Learning Brain. ``` This error message occurs because the TensorFlowSharp plugin won't be usage diff --git a/docs/Getting-Started-with-Balance-Ball.md b/docs/Getting-Started-with-Balance-Ball.md index 47e6b7525f..a9d1376066 100644 --- a/docs/Getting-Started-with-Balance-Ball.md +++ b/docs/Getting-Started-with-Balance-Ball.md @@ -98,10 +98,10 @@ an Agent works. There are 3 types of brains, you can create new ones by selecting `Assets -> Create -> ML-Agents -> Brain`. -The **Internal Brain** is a brain that uses a Neural Network to take decisions. +The **Learning Brain** is a brain that uses a Neural Network to take decisions. When the Brain is checked as `Train` in the Academy **Training Hub**, the Neural Network will be trained by the external process. You can also use the -**Internal Brain** with a pre-trained model. +**Learning Brain** with a pre-trained model. The **Heuristic** Brain allows you to hand-code the Agent's logic by extending the Decision class. Finally, the **Player** Brain lets you map keyboard commands to actions, which @@ -109,7 +109,7 @@ can be useful when testing your agents and environment. If none of these types of Brains do what you need, you can implement your own CoreBrain to create your own type. -In this tutorial, you will use an **Internal Brain** for training. +In this tutorial, you will use an **Learning Brain** for training. #### Vector Observation Space @@ -270,7 +270,7 @@ From TensorBoard, you will see the summary statistics: Once the training process completes, and the training process saves the model (denoted by the `Saved Model` message) you can add it to the Unity project and -use it with Agents having an **Internal Brain**. +use it with Agents having an **Learning Brain**. __Note:__ Do not just close the Unity Window once the `Saved Model` message appears. Either wait for the training process to close the window or press Ctrl+C at the command-line prompt. If you simply close the window manually, the .bytes file @@ -280,7 +280,7 @@ containing the trained model is not exported into the ml-agents folder. Because TensorFlowSharp support is still experimental, it is disabled by default. In order to enable it, you must follow these steps. Please note that -the `Internal` Brain mode will only be available once completing these steps. +the `Learning` Brain mode will only be available once completing these steps. To set up the TensorFlowSharp Support, follow [Setting up ML-Agents Toolkit within Unity](Basic-Guide.md#setting-up-ml-agents-within-unity) section. of the diff --git a/docs/Glossary.md b/docs/Glossary.md index fd5d28bdf9..d22e3ec61b 100644 --- a/docs/Glossary.md +++ b/docs/Glossary.md @@ -31,4 +31,4 @@ * **External Coordinator** - ML-Agents class responsible for communication with outside processes (in this case, the Python API). * **Trainer** - Python class which is responsible for training a given - Brain. Contains TensorFlow graph which makes decisions for External Brain. + Brain. Contains TensorFlow graph which makes decisions for Learning Brain. diff --git a/docs/Learning-Environment-Create-New.md b/docs/Learning-Environment-Create-New.md index ea5253e05d..ed8c620366 100644 --- a/docs/Learning-Environment-Create-New.md +++ b/docs/Learning-Environment-Create-New.md @@ -158,17 +158,17 @@ in the Inspector window. The Brain object encapsulates the decision making process. An Agent sends its observations to its Brain and expects a decision in return. The type of the brain -(Internal, Heuristic or player) determines how the Brain makes decisions. +(Learning, Heuristic or player) determines how the Brain makes decisions. To create the Brain: 1. Go to `Assets -> Create -> ML-Agents` and select the type of brain you want to - create. In this tutorial, we will create an **Internal Brain** and + create. In this tutorial, we will create an **Learning Brain** and a **Player Brain**. 2. Name them `RollerBallBrain` and `RollerBallPlayer` respectively. We will come back to the Brain properties later, but leave the Model property of the `RollerBallBrain` as `None` for now. We will need to first train a -model before we can add it to the **Internal Brain**. +model before we can add it to the **Learning Brain**. ![The Brain default properties](images/mlagents-NewTutBrain.png) @@ -536,7 +536,7 @@ the Python API work as expected using the `notebooks/getting-started.ipynb` environment. Now you can train the Agent. To get ready for training, you must first to change -the `Brain` of the agent to be the Internal Brain `RollerBallBrain`. +the `Brain` of the agent to be the Learning Brain `RollerBallBrain`. Then drag the `RollerBallBrain` into the Academy's `Training Hub` and check to `Train` checkbox for that brain. From there, the process is the same as described in [Training ML-Agents](Training-ML-Agents.md). @@ -557,7 +557,7 @@ You also need to have brain assets linked appropriately to Agents and to Academy Keep in mind: * There can only be one Academy game object in a scene. -* You can only train Internal Brains that have been included into the Academy's +* You can only train Learning Brains that have been included into the Academy's Training Hub. Here is an example of what your scene hierarchy should look like: diff --git a/docs/Learning-Environment-Design-Agents.md b/docs/Learning-Environment-Design-Agents.md index dfedd80b4a..f81b043fe5 100644 --- a/docs/Learning-Environment-Design-Agents.md +++ b/docs/Learning-Environment-Design-Agents.md @@ -21,7 +21,7 @@ decisions depends on the type of Brain it is. A Player Brain allows you to directly control the agent. A heuristic Brain allows you to create a decision script to control the agent with a set of rules. These two brains do not involve neural networks but they can be useful for debugging. The -Internal Brain allows you to train and use neural network models for +Learning Brain allows you to train and use neural network models for your Agents. See [Brains](Learning-Environment-Design-Brains.md). ## Decisions @@ -344,7 +344,7 @@ continuous action spaces. When using Discrete Actions, it is possible to specify that some actions are impossible for the next decision. Then the Agent is controlled by an External or -Internal Brain, the Agent will be unable to perform the specified action. Note +Learning Brain, the Agent will be unable to perform the specified action. Note that when the Agent is controlled by a Player or Heuristic Brain, the Agent will still be able to decide to perform the masked action. In order to mask an action, call the method `SetActionMask` within the `CollectObservation` method : diff --git a/docs/Learning-Environment-Design-Brains.md b/docs/Learning-Environment-Design-Brains.md index f0b082c6ac..cf179f8a06 100644 --- a/docs/Learning-Environment-Design-Brains.md +++ b/docs/Learning-Environment-Design-Brains.md @@ -7,17 +7,17 @@ Agent. There are 3 types of brains you can use: -* [Internal](Learning-Environment-Internal-Brains.md) – Set - **Internal** to make use of a trained model or train a new model. +* [Learning](Learning-Environment-Learning-Brains.md) – Set + **Learning** to make use of a trained model or train a new model. * [Heuristic](Learning-Environment-Design-Heuristic-Brains.md) – Set **Heuristic** to hand-code the Agent's logic by extending the Decision class. * [Player](Learning-Environment-Design-Player-Brains.md) – Set **Player** to map keyboard keys to Agent actions, which can be useful to test your Agent code. -During training, use an **Internal Brain** +During training, use an **Learning Brain** and drag it into the Academy's `Training Hub` with the `Train` checkbox checked. When you want to use the trained model, import the model file into the Unity -project, add it to the **Model** property of the **Internal Brain** and uncheck +project, add it to the **Model** property of the **Learning Brain** and uncheck the `Train` checkbox of the `Training Hub`. Brain assets has several important properties that you can set using the @@ -58,7 +58,7 @@ The other properties of the brain depend on the type of Brain you are using. ## Using the Broadcast Feature -The Player, Heuristic and Internal Brains can support +The Player, Heuristic and Learning Brains can support broadcast to an external process. The broadcast feature allows you to collect data from your Agents using a Python program without controlling them. @@ -73,21 +73,23 @@ external process control it. ### How to use: Python When you launch your Unity Environment from a Python program, you can see what -the Agents connected to non-External Brains are doing. When calling `step` or +the Agents connected to Brains present in the `Training Hub` are doing. +When calling `step` or `reset` on your environment, you retrieve a dictionary mapping Brain names to `BrainInfo` objects. The dictionary contains a `BrainInfo` object for each -non-External Brain set to broadcast as well as for any External Brains. +Brain in the `Training Hub`. -Just like with an External Brain, the `BrainInfo` object contains the fields for +Just like with an Learning Brain, the `BrainInfo` object contains the fields for `visual_observations`, `vector_observations`, `text_observations`, `memories`,`rewards`, `local_done`, `max_reached`, `agents` and `previous_actions`. Note that `previous_actions` corresponds to the actions that were taken by the Agents at the previous step, not the current one. -Note that when you do a `step` on the environment, you cannot provide actions -for non-External Brains. If there are no External Brains in the scene, simply -call `step()` with no arguments. +Note that when you do a `step` on the environment, you can only provide actions +for the Brains in the `Training Hub` with the `Train` checkbox checked. If there +are Brains in the `Training Hub` with the +`Train` checkbox checked, simply call `step()` with no arguments. You can use the broadcast feature to collect data generated by Player, -Heuristics or Internal Brains game sessions. You can then use this data to train +Heuristics or Learning Brains game sessions. You can then use this data to train an agent in a supervised context. diff --git a/docs/Learning-Environment-Design-Internal-Brains.md b/docs/Learning-Environment-Design-Learning-Brains.md similarity index 81% rename from docs/Learning-Environment-Design-Internal-Brains.md rename to docs/Learning-Environment-Design-Learning-Brains.md index ec4638c964..1f9d9cd2b2 100644 --- a/docs/Learning-Environment-Design-Internal-Brains.md +++ b/docs/Learning-Environment-Design-Learning-Brains.md @@ -1,9 +1,9 @@ -# Internal Brains +# Learning Brains -The **Internal Brain** work in different phases of -training. When training your Agents, drag the **Internal Brain** to the +The **Learning Brain** work in different phases of +training. When training your Agents, drag the **Learning Brain** to the Academy's `Training Hub` and check the checkbox `Train`. When using a pretrained -model, just drag the Model file into the `Model` property of the **Internal Brain**. +model, just drag the Model file into the `Model` property of the **Learning Brain**. ## Training Mode @@ -12,18 +12,18 @@ one Brain asset must be in the Academy's `Training Hub` with the checkbox `Train checked. This allows the training process to collect the observations of Agents using that Brain and give the Agents their actions. -In addition to using an **Internal Brain** for training using the ML-Agents learning -algorithms, you can use an **Internal Brain** to control Agents in a Unity +In addition to using an **Learning Brain** for training using the ML-Agents learning +algorithms, you can use an **Learning Brain** to control Agents in a Unity environment using an external Python program. See [Python API](Python-API.md) for more information. ## Inference Mode -The **Internal Brain** type uses a +The **Learning Brain** type uses a [TensorFlow model](https://www.tensorflow.org/get_started/get_started_for_beginners#models_and_training) to make decisions. The Proximal Policy Optimization (PPO) and Behavioral Cloning algorithms included with the ML-Agents SDK produce trained TensorFlow models -that you can use with the Internal Brain type. +that you can use with the Learning Brain type. A __model__ is a mathematical relationship mapping an agent's observations to its actions. TensorFlow is a software library for performing numerical @@ -42,8 +42,8 @@ model. To use a graph model: -1. Select the **Internal Brain** asset in the **Project** window of the Unity Editor. - **Note:** In order to see the **Internal** Brain Type option, you must +1. Select the **Learning Brain** asset in the **Project** window of the Unity Editor. + **Note:** In order to see the **Learning** Brain Type option, you must [enable TensorFlowSharp](Using-TensorFlow-Sharp-in-Unity.md). 3. Import the `environment_run-id.bytes` file produced by the PPO training program. (Where `environment_run-id` is the name of the model file, which is @@ -58,16 +58,16 @@ To use a graph model: window to the **Model** field of the Brain component. If you are using a model produced by the ML-Agents `mlagents-learn` command, use -the default values for the other Internal Brain parameters. +the default values for the other Learning Brain parameters. -### Internal Brain properties +### Learning Brain properties The default values of the TensorFlow graph parameters work with the model produced by the PPO and BC training code in the ML-Agents SDK. To use a default ML-Agents model, the only parameter that you need to set is the `Graph Model`, which must be set to the .bytes file containing the trained model itself. -![Internal Brain Inspector](images/internal_brain.png) +![Learning Brain Inspector](images/learning_brain.png) * `Model` : This must be the `bytes` file corresponding to the pre-trained TensorFlow graph. (You must first drag this file into your Project window diff --git a/docs/Learning-Environment-Design-Player-Brains.md b/docs/Learning-Environment-Design-Player-Brains.md index fc5931d3e1..ebd9e1bba6 100644 --- a/docs/Learning-Environment-Design-Player-Brains.md +++ b/docs/Learning-Environment-Design-Player-Brains.md @@ -3,7 +3,7 @@ The **Player Brain** allows you to control an Agent using keyboard commands. You can use Player Brains to control a "teacher" Agent that trains other Agents during [imitation learning](Training-Imitation-Learning.md). You -can also use Player Brains to test your Agents and environment before replacing them by **Internal Brains** and running the training process. +can also use Player Brains to test your Agents and environment before replacing them by **Learning Brains** and running the training process. ## Player Brain properties diff --git a/docs/Learning-Environment-Design.md b/docs/Learning-Environment-Design.md index 5a2b9be4b3..2047193f0b 100644 --- a/docs/Learning-Environment-Design.md +++ b/docs/Learning-Environment-Design.md @@ -35,7 +35,7 @@ finished. During training, the external Python training process communicates with the Academy to run a series of episodes while it collects data and optimizes its neural network model. The type of Brain assigned to an Agent determines whether -it participates in training or not. The **Internal Brain** can be used to train +it participates in training or not. The **Learning Brain** can be used to train or execute a TensorFlow model. When training is completed successfully, you can add the trained model file to your Unity project for later use. @@ -80,7 +80,7 @@ Agent instances should be attached to the GameObject representing that Agent. You must assign a Brain to every Agent, but you can share Brains between multiple Agents. Each Agent will make its own observations and act -independently, but will use the same decision-making logic and, for **Internal +independently, but will use the same decision-making logic and, for **Learning Brains**, the same trained TensorFlow model. ### Academy @@ -122,10 +122,10 @@ search bar on top of the Scene Hierarchy window. To Create a Brain, go to `Assets -> Create -> Ml-Agents` and select the type of brain you want to use. Brain behavior is -determined by the Brain type. During training, use an **Internal Brain** +determined by the Brain type. During training, use an **Learning Brain** and drag it into the Academy's `Training Hub` with the `Train` checkbox checked. When you want to use the trained model, import the model file into the Unity -project, add it to the **Model** property of the **Internal Brain** and uncheck +project, add it to the **Model** property of the **Learning Brain** and uncheck the `Train` checkbox of the `Training Hub`. See [Brains](Learning-Environment-Design-Brains.md) for details on using the different types of Brains. You can create new types of brains if the three diff --git a/docs/Learning-Environment-Executable.md b/docs/Learning-Environment-Executable.md index 02ae5441a0..dbd0d48a59 100644 --- a/docs/Learning-Environment-Executable.md +++ b/docs/Learning-Environment-Executable.md @@ -29,7 +29,7 @@ environment: Make sure the Brains in the scene have the right type. For example, if you want to be able to control your agents from Python, you will need to put the brain -controlling the Agents to be an **Internal Brain** and drag it into the +controlling the Agents to be an **Learning Brain** and drag it into the Academy's `Training Hub` with the `Train` checkbox checked. Next, we want the set up scene to play correctly when the training process @@ -200,7 +200,7 @@ INFO:mlagents.trainers: first-run-0: Ball3DBrain: Step: 10000. Mean Reward: 27.2 You can press Ctrl+C to stop the training, and your trained model will be at `models//_.bytes`, which corresponds to your model's latest checkpoint. You can now embed this trained model into -your Internal Brain by following the steps below: +your Learning Brain by following the steps below: 1. Move your model file into `UnitySDK/Assets/ML-Agents/Examples/3DBall/TFModels/`. diff --git a/docs/ML-Agents-Overview.md b/docs/ML-Agents-Overview.md index 792ad125c2..dc5b4f9b3a 100644 --- a/docs/ML-Agents-Overview.md +++ b/docs/ML-Agents-Overview.md @@ -182,10 +182,10 @@ settings. So how does the Brain control what the Agent does? In practice, we have four different types of Brains, which enable a wide range of training and inference scenarios: -- **Internal** - where decisions are made using an embedded +- **Learning** - where decisions are made using an embedded [TensorFlow](Background-TensorFlow.md) model. The embedded TensorFlow model represents a learned policy and the Brain directly uses this model to - determine the action for each Agent. You can train an **InternalBrain** + determine the action for each Agent. You can train an **Learning Brain** by dragging it into the Academy's `Training Hub` with the `Train` checkbox checked. - **Player** - where decisions are made using real input from a keyboard or @@ -200,8 +200,8 @@ range of training and inference scenarios: hard-coded behaviors. We can then evaluate which medic is more effective. As currently described, it may seem that the External Communicator and Python -API are only leveraged by the Internal Brain. This is not true. It is possible -to configure the Internal, Player and Heuristic Brains to also send the +API are only leveraged by the Learning Brain. This is not true. It is possible +to configure the Learning, Player and Heuristic Brains to also send the observations, rewards and actions to the Python API through the External Communicator (a feature called _broadcasting_). As we will see shortly, this enables additional training modes. @@ -224,7 +224,7 @@ inference can proceed. As mentioned previously, the ML-Agents toolkit ships with several implementations of state-of-the-art algorithms for training intelligent agents. -In this mode, the only brain used is an **Internal Brain**. More +In this mode, the only brain used is an **Learning Brain**. More specifically, during training, all the medics in the scene send their observations to the Python API through the External Communicator (this is the behavior with an External Brain). The Python API @@ -233,7 +233,7 @@ During training these actions are mostly exploratory to help the Python API learn the best policy for each medic. Once training concludes, the learned policy for each medic can be exported. Given that all our implementations are based on TensorFlow, the learned policy is just a TensorFlow model file. Then -during the inference phase, we switch the Brain type to Internal and include the +during the inference phase, we switch the Brain type to Learning and include the TensorFlow model generated from the training phase. Now during the inference phase, the medics still continue to generate their observations, but instead of being sent to the Python API, they will be fed into their (internal, embedded) @@ -242,9 +242,9 @@ time. To summarize: our built-in implementations are based on TensorFlow, thus, during training the Python API uses the observations it receives to learn a TensorFlow -model. This model is then embedded within the Internal Brain during inference to +model. This model is then embedded within the Learning Brain during inference to generate the optimal actions for all Agents linked to that Brain. **Note that -our Internal Brain is currently experimental as it is limited to TensorFlow +our Learning Brain is currently experimental as it is limited to TensorFlow models and leverages the third-party [TensorFlowSharp](https://github.com/migueldeicaza/TensorFlowSharp) library.** @@ -254,10 +254,10 @@ tutorial covers this training mode with the **3D Balance Ball** sample environme ### Custom Training and Inference -In the previous mode, the Internal Brain type was used for training to generate -a TensorFlow model that the Internal Brain can later use. However, +In the previous mode, the Learning Brain type was used for training to generate +a TensorFlow model that the Learning Brain can later use. However, any user of the ML-Agents toolkit can leverage their own algorithms for both -training and inference. In this case, the Brain type would be set to Internal +training and inference. In this case, the Brain type would be set to Learning for both training and inferences phases and the behaviors of all the Agents in the scene will be controlled within Python. @@ -406,16 +406,16 @@ training process. learn more about adding visual observations to an agent [here](Learning-Environment-Design-Agents.md#multiple-visual-observations). -- **Broadcasting** - As discussed earlier, an Internal Brain sends the +- **Broadcasting** - As discussed earlier, an Learning Brain sends the observations for all its Agents to the Python API when dragged into the - Academy's `Training Hub` with the `Train` checkbox checked. This is helpful + Academy's `Training Hub` with the `Train` checkbox checked. This is helpful for training and later inference. Broadcasting is a feature which can be - enabled all types of brains (Player, Internal, Heuristic) where the Agent + enabled all types of brains (Player, Learning, Heuristic) where the Agent observations and actions are also sent to the Python API (despite the fact that the Agent is **not** controlled by the Python API). This feature is leveraged by Imitation Learning, where the observations and actions for a Player Brain are used to learn the policies of an agent through demonstration. - However, this could also be helpful for the Heuristic and Internal Brains, + However, this could also be helpful for the Heuristic and Learning Brains, particularly when debugging agent behaviors. You can learn more about using the broadcasting feature [here](Learning-Environment-Design-Brains.md#using-the-broadcast-feature). diff --git a/docs/Readme.md b/docs/Readme.md index 817c4a33ea..b27288f25e 100644 --- a/docs/Readme.md +++ b/docs/Readme.md @@ -25,7 +25,7 @@ * [Brains](Learning-Environment-Design-Brains.md): [Player](Learning-Environment-Design-Player-Brains.md), [Heuristic](Learning-Environment-Design-Heuristic-Brains.md), - [Internal](Learning-Environment-Design-Internal-Brains.md) + [Learning](Learning-Environment-Design-Learning-Brains.md) * [Learning Environment Best Practices](Learning-Environment-Best-Practices.md) * [Using the Monitor](Feature-Monitor.md) * [Using an Executable Environment](Learning-Environment-Executable.md) diff --git a/docs/Training-Imitation-Learning.md b/docs/Training-Imitation-Learning.md index f7880397db..b76b136878 100644 --- a/docs/Training-Imitation-Learning.md +++ b/docs/Training-Imitation-Learning.md @@ -27,7 +27,7 @@ Machine Learning tasks work. `Assets`s are "Teacher" and "Student" respectively. 2. The "Teacher" Brain must be a **Player Brain**. You must properly configure the inputs to map to the corresponding actions. -3. The "Student" Brain must be an **Internal Brain**. +3. The "Student" Brain must be an **Learning Brain**. 4. The Brain Parameters of both the "Teacher" and "Student" brains must be compatible with the agent. 5. Drag both the "Teacher" and "Student" brain into the Academy's `Training Hub` @@ -52,7 +52,7 @@ Machine Learning tasks work. process with `CTL+C` from the command line. 10. Move the resulting `*.bytes` file into the `TFModels` subdirectory of the Assets folder (or a subdirectory within Assets of your choosing) , and use - with `Internal` Brain. + with `Learning` Brain. ### BC Teacher Helper diff --git a/docs/Training-ML-Agents.md b/docs/Training-ML-Agents.md index d700f3992a..7cd81d4e85 100644 --- a/docs/Training-ML-Agents.md +++ b/docs/Training-ML-Agents.md @@ -14,7 +14,7 @@ expert in the same situation. The output of the training process is a model file containing the optimized policy. This model file is a TensorFlow data graph containing the mathematical operations and the optimized weights selected during the training process. You -can use the generated model file with the Internal Brain type in your Unity +can use the generated model file with the Learning Brain type in your Unity project to decide the best course of action for an agent. Use the command `mlagents-learn` to train your agents. This command is installed diff --git a/docs/Using-TensorFlow-Sharp-in-Unity.md b/docs/Using-TensorFlow-Sharp-in-Unity.md index c107b9726a..910a20196c 100644 --- a/docs/Using-TensorFlow-Sharp-in-Unity.md +++ b/docs/Using-TensorFlow-Sharp-in-Unity.md @@ -35,8 +35,8 @@ Go to `Edit` -> `Player Settings` and add `ENABLE_TENSORFLOW` to the `Scripting Define Symbols` for each type of device you want to use (**`PC, Mac and Linux Standalone`**, **`iOS`** or **`Android`**). -Set the Brain you used for training to `Internal`. Drag `your_name_graph.bytes` -into Unity and then drag it into The `Graph Model` field in the Brain. +Set the Brain you used for training to `Learning`. Drag `your_name_graph.bytes` +into Unity and then drag it into The `Model` field in the Brain. ## Using your own trained graphs @@ -94,14 +94,14 @@ both the graph and associated weights. Note that you must save your graph as a .bytes file so Unity can load it. In the Unity Editor, you must specify the names of the nodes used by your graph -in the **Internal** Brain Inspector window. If you used a scope when defining +in the **Learning** Brain Inspector window. If you used a scope when defining your graph, specify it in the `Graph Scope` field. -![Internal Brain Inspector](images/internal_brain.png) +![Learning Brain Inspector](images/learning_brain.png) See -[Internal Brain](Learning-Environment-Design-Internal-Brains.md#internal-brain) -for more information about using Internal Brains. +[Learning Brain](Learning-Environment-Design-Learning-Brains.md#learning-brain) +for more information about using Learning Brains. If you followed these instructions well, the Agents in your environment that use this Brain will use your fully trained network to make decisions. diff --git a/docs/images/internal_brain.png b/docs/images/learning_brain.png similarity index 100% rename from docs/images/internal_brain.png rename to docs/images/learning_brain.png From 8dc7e45819fd2909b57e4be6fe51159abca9116c Mon Sep 17 00:00:00 2001 From: vincentpierre Date: Fri, 21 Sep 2018 16:09:44 -0700 Subject: [PATCH 05/11] updated the images --- docs/Learning-Environment-Create-New.md | 5 +---- docs/Learning-Environment-Design-Brains.md | 6 +++--- docs/Learning-Environment-Design.md | 2 -- docs/images/academy.png | Bin 31260 -> 40393 bytes docs/images/agent.png | Bin 20923 -> 19956 bytes docs/images/brain.png | Bin 36946 -> 31985 bytes docs/images/broadcast.png | Bin 45736 -> 25635 bytes docs/images/mlagents-NewTutAcademy.png | Bin 34947 -> 22595 bytes docs/images/mlagents-NewTutAssignBrain.png | Bin 325358 -> 525097 bytes docs/images/mlagents-NewTutBrain.png | Bin 48934 -> 136942 bytes docs/images/mlagents-NewTutHierarchy.png | Bin 12668 -> 13089 bytes docs/images/scene-hierarchy.png | Bin 21333 -> 0 bytes 12 files changed, 4 insertions(+), 9 deletions(-) delete mode 100644 docs/images/scene-hierarchy.png diff --git a/docs/Learning-Environment-Create-New.md b/docs/Learning-Environment-Create-New.md index ed8c620366..d5f57f13d2 100644 --- a/docs/Learning-Environment-Create-New.md +++ b/docs/Learning-Environment-Create-New.md @@ -104,7 +104,7 @@ different material from the list of all materials currently in the project.) Note that we will create an Agent subclass to add to this GameObject as a component later in the tutorial. -### Add Empty GameObjects to Hold the Academy and Brain +### Add Empty GameObjects to Hold the Academy 1. Right click in Hierarchy window, select Create Empty. 2. Name the GameObject "Academy" @@ -560,6 +560,3 @@ Keep in mind: * You can only train Learning Brains that have been included into the Academy's Training Hub. -Here is an example of what your scene hierarchy should look like: - -![Scene Hierarchy](images/scene-hierarchy.png) diff --git a/docs/Learning-Environment-Design-Brains.md b/docs/Learning-Environment-Design-Brains.md index cf179f8a06..6ac0c93c4c 100644 --- a/docs/Learning-Environment-Design-Brains.md +++ b/docs/Learning-Environment-Design-Brains.md @@ -64,9 +64,9 @@ from your Agents using a Python program without controlling them. ### How to use: Unity -To turn it on in Unity, Drag the Brain into the Academy's training hub but leave -the `Train` checkbox unchecked. This will expose the Brain's data without letting the -external process control it. +To turn it on in Unity, drag the Brain into the Academy's training hub but leave +the `Train` checkbox unchecked when present. This will expose the Brain's data +without letting the external process control it. ![Broadcast](images/broadcast.png) diff --git a/docs/Learning-Environment-Design.md b/docs/Learning-Environment-Design.md index 2047193f0b..6ade7a560c 100644 --- a/docs/Learning-Environment-Design.md +++ b/docs/Learning-Environment-Design.md @@ -76,8 +76,6 @@ as you need. The brain assets are present in the project and should be grouped together and named according to the type of agents they are compatible with. Agent instances should be attached to the GameObject representing that Agent. -![Scene Hierarchy](images/scene-hierarchy.png) - You must assign a Brain to every Agent, but you can share Brains between multiple Agents. 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z6Wl%lv?}Zp{B;5Y&Z_^SNx47Ln*88^nSKG-yIegpmaq4r0I7Srh~Cv@sn1+;bLjpEfSwISr-^tt)MO}bSx3h zaO4!SKMe%Hc;%QU@o}^0{Mv6fSuX`y3fo3ehvwu(z@u##JYD@<);T3K F0RV@~-vIys From aff96823a96662717951d5a1bf221c102659ac17 Mon Sep 17 00:00:00 2001 From: vincentpierre Date: Mon, 24 Sep 2018 18:09:59 -0700 Subject: [PATCH 06/11] Addressed some comments --- docs/Basic-Guide.md | 6 +++--- docs/Getting-Started-with-Balance-Ball.md | 7 ++++--- docs/Learning-Environment-Create-New.md | 2 +- docs/Learning-Environment-Design-Learning-Brains.md | 8 ++++---- docs/Migrating.md | 11 +++++++++++ 5 files changed, 23 insertions(+), 11 deletions(-) diff --git a/docs/Basic-Guide.md b/docs/Basic-Guide.md index 5a27e50039..2ce37631a6 100644 --- a/docs/Basic-Guide.md +++ b/docs/Basic-Guide.md @@ -80,10 +80,10 @@ More information and documentation is provided in the ### Adding a Brain to the training session Since we are going to build this environment to conduct training, we need to add -the Brain to the training session. This allows the Agents to -communicate with the external training process when making their decisions. +the Brain to the training session. This allows the Agents linked to that Brain +to communicate with the external training process when making their decisions. -1. Give to the agents you want to train the **Ball3DBrain**. +1. Assign the **Ball3DBrain** to the agents you would like to train. __Note:__ You can only perform training with an `Learning Brain`. 2. Select the **Ball3DAcademy** GameObject and add the **Ball3DBrain** to the Training Hub and toggle the train checkbox. diff --git a/docs/Getting-Started-with-Balance-Ball.md b/docs/Getting-Started-with-Balance-Ball.md index a9d1376066..6c51b2256c 100644 --- a/docs/Getting-Started-with-Balance-Ball.md +++ b/docs/Getting-Started-with-Balance-Ball.md @@ -96,11 +96,12 @@ returns the chosen action to the Agent. Thus, all Agents can share the same Brain, but act independently. The Brain settings tell you quite a bit about how an Agent works. -There are 3 types of brains, you can create new ones by selecting `Assets -> -Create -> ML-Agents -> Brain`. +You can create brain objects by selecting `Assets -> +Create -> ML-Agents -> Brain`. There are 3 types of brains : The **Learning Brain** is a brain that uses a Neural Network to take decisions. When the Brain is checked as `Train` in the Academy **Training Hub**, the -Neural Network will be trained by the external process. You can also use the +external process will be taking decisions for the agents +and generate a neural network when the training is over. You can also use the **Learning Brain** with a pre-trained model. The **Heuristic** Brain allows you to hand-code the Agent's logic by extending the Decision class. diff --git a/docs/Learning-Environment-Create-New.md b/docs/Learning-Environment-Create-New.md index d5f57f13d2..c30e11f4e3 100644 --- a/docs/Learning-Environment-Create-New.md +++ b/docs/Learning-Environment-Create-New.md @@ -104,7 +104,7 @@ different material from the list of all materials currently in the project.) Note that we will create an Agent subclass to add to this GameObject as a component later in the tutorial. -### Add Empty GameObjects to Hold the Academy +### Add an Empty GameObject to Hold the Academy 1. Right click in Hierarchy window, select Create Empty. 2. Name the GameObject "Academy" diff --git a/docs/Learning-Environment-Design-Learning-Brains.md b/docs/Learning-Environment-Design-Learning-Brains.md index 1f9d9cd2b2..6857f49824 100644 --- a/docs/Learning-Environment-Design-Learning-Brains.md +++ b/docs/Learning-Environment-Design-Learning-Brains.md @@ -1,11 +1,11 @@ # Learning Brains -The **Learning Brain** work in different phases of -training. When training your Agents, drag the **Learning Brain** to the +The **Learning Brain** works differently if you are training it or not. +When training your Agents, drag the **Learning Brain** to the Academy's `Training Hub` and check the checkbox `Train`. When using a pretrained model, just drag the Model file into the `Model` property of the **Learning Brain**. -## Training Mode +## Training Mode / External Control When [running an ML-Agents training algorithm](Training-ML-Agents.md), at least one Brain asset must be in the Academy's `Training Hub` with the checkbox `Train` @@ -17,7 +17,7 @@ algorithms, you can use an **Learning Brain** to control Agents in a Unity environment using an external Python program. See [Python API](Python-API.md) for more information. -## Inference Mode +## Inference Mode / Internal Control The **Learning Brain** type uses a [TensorFlow model](https://www.tensorflow.org/get_started/get_started_for_beginners#models_and_training) diff --git a/docs/Migrating.md b/docs/Migrating.md index dabf097c6f..06dd6fc41b 100644 --- a/docs/Migrating.md +++ b/docs/Migrating.md @@ -5,6 +5,17 @@ * Brains are now Scriptable Objects instead of Monobehaviors. This will allow you to set Brains into prefabs and use the same brains accross scenes. +* To update a scene from v0.5 to v0.6, you must: + * Remove the `Brain` GameObjects in the scene + * Create new `Brain` Scriptable Objects using `Assets -> Create -> + ML-Agents` + * Edit their `Brain Paramters` to be the same as the parameters used + in the `Brain` GameObjects + * Set the `Brain` property of the agents to the appropriate `Brain` + +__Note:__ You can pass the same brain to multiple agents in a scene by +leveraging Unity's prefab system or look for all the agents in a scene +using the search bar of the `Hierarchy` window with the word `Agent`. ## Migrating from ML-Agents toolkit v0.4 to v0.5 From d0253c19deb12d662dc3e94a491d67819213588f Mon Sep 17 00:00:00 2001 From: vincentpierre Date: Wed, 26 Sep 2018 15:35:22 -0700 Subject: [PATCH 07/11] Renamed Training Hub to Broadcast Hub --- docs/Basic-Guide.md | 2 +- docs/FAQ.md | 2 +- docs/Getting-Started-with-Balance-Ball.md | 6 +++--- docs/Learning-Environment-Create-New.md | 8 ++++---- docs/Learning-Environment-Design-Academy.md | 6 +++--- docs/Learning-Environment-Design-Brains.md | 18 +++++++++--------- ...rning-Environment-Design-Learning-Brains.md | 4 ++-- docs/Learning-Environment-Design.md | 8 ++++---- docs/Learning-Environment-Executable.md | 4 ++-- docs/ML-Agents-Overview.md | 4 ++-- docs/Migrating.md | 2 +- docs/Python-API.md | 12 ++++++------ docs/Training-Imitation-Learning.md | 6 +++--- docs/Using-Docker.md | 6 +++--- 14 files changed, 44 insertions(+), 44 deletions(-) diff --git a/docs/Basic-Guide.md b/docs/Basic-Guide.md index 2ce37631a6..3a2da3d098 100644 --- a/docs/Basic-Guide.md +++ b/docs/Basic-Guide.md @@ -86,7 +86,7 @@ to communicate with the external training process when making their decisions. 1. Assign the **Ball3DBrain** to the agents you would like to train. __Note:__ You can only perform training with an `Learning Brain`. 2. Select the **Ball3DAcademy** GameObject and add the **Ball3DBrain** - to the Training Hub and toggle the train checkbox. + to the Broadcast Hub and toggle the train checkbox. ![Set Brain to External](images/mlagents-SetBrainToTrain.png) diff --git a/docs/FAQ.md b/docs/FAQ.md index f75708964f..dc2b9cab1f 100644 --- a/docs/FAQ.md +++ b/docs/FAQ.md @@ -69,7 +69,7 @@ On Windows, you can find If you are able to launch the environment from `UnityEnvironment` but then receive a timeout error, there may be a number of possible causes. -* _Cause_: There may be no Brains the `Training Hub` of the Academy. +* _Cause_: There may be no Brains the `Broadcast Hub` of the Academy. In this case, the environment will not attempt to communicate with python. _Solution_: Set the Brains(s) you wish to externally control through the Python API to `External` from the Unity Editor, and rebuild the diff --git a/docs/Getting-Started-with-Balance-Ball.md b/docs/Getting-Started-with-Balance-Ball.md index 6c51b2256c..e823291a32 100644 --- a/docs/Getting-Started-with-Balance-Ball.md +++ b/docs/Getting-Started-with-Balance-Ball.md @@ -53,9 +53,9 @@ to speed up training since all twelve agents contribute to training in parallel. The Academy object for the scene is placed on the Ball3DAcademy GameObject. When you look at an Academy component in the inspector, you can see several properties that control how the environment works. -The **Training Hub** keeps track of which brains will send data during training, +The **Broadcast Hub** keeps track of which brains will send data during training, If a brain is added to the hub, his data will be sent to the external training -process. If the `Train` checkbox is checked, the training process will be able to +process. If the `Control` checkbox is checked, the training process will be able to control the agents linked to the brain to train them. The **Training** and **Inference Configuration** properties set the graphics and timescale properties for the Unity application. @@ -99,7 +99,7 @@ an Agent works. You can create brain objects by selecting `Assets -> Create -> ML-Agents -> Brain`. There are 3 types of brains : The **Learning Brain** is a brain that uses a Neural Network to take decisions. -When the Brain is checked as `Train` in the Academy **Training Hub**, the +When the Brain is checked as `Control` in the Academy **Broadcast Hub**, the external process will be taking decisions for the agents and generate a neural network when the training is over. You can also use the **Learning Brain** with a pre-trained model. diff --git a/docs/Learning-Environment-Create-New.md b/docs/Learning-Environment-Create-New.md index c30e11f4e3..977dd32da4 100644 --- a/docs/Learning-Environment-Create-New.md +++ b/docs/Learning-Environment-Create-New.md @@ -471,7 +471,7 @@ Brain asset to the Agent, changing some of the Agent Components properties, and setting the Brain properties so that they are compatible with our Agent code. 1. In the Academy Inspector, add the `RollerBallBrain` and `RollerBallPlayer` - brains to the **Training Hub**. + brains to the **Broadcast Hub**. 2. Select the RollerAgent GameObject to show its properties in the Inspector window. 3. Drag the Brain `RollerBallPlayer` from the Project window to the @@ -537,8 +537,8 @@ environment. Now you can train the Agent. To get ready for training, you must first to change the `Brain` of the agent to be the Learning Brain `RollerBallBrain`. -Then drag the `RollerBallBrain` into the Academy's `Training Hub` and check -to `Train` checkbox for that brain. From there, the process is +Then drag the `RollerBallBrain` into the Academy's `Broadcast Hub` and check +to `Control` checkbox for that brain. From there, the process is the same as described in [Training ML-Agents](Training-ML-Agents.md). ## Review: Scene Layout @@ -558,5 +558,5 @@ Keep in mind: * There can only be one Academy game object in a scene. * You can only train Learning Brains that have been included into the Academy's - Training Hub. + Broadcast Hub. diff --git a/docs/Learning-Environment-Design-Academy.md b/docs/Learning-Environment-Design-Academy.md index 9b66cb57bc..775eaa9f50 100644 --- a/docs/Learning-Environment-Design-Academy.md +++ b/docs/Learning-Environment-Design-Academy.md @@ -50,9 +50,9 @@ logic for creating them in the `AcademyStep()` function. ## Academy Properties ![Academy Inspector](images/academy.png) -* `Training Hub` - Gathers the brains that will communicate with the external - process. Any brain added to the Training Hub will be visible from the external - process. In addition, if the checkbox `Train` is checked, the brain will be +* `Broadcast Hub` - Gathers the brains that will communicate with the external + process. Any brain added to the Broadcast Hub will be visible from the external + process. In addition, if the checkbox `Control` is checked, the brain will be controllable from the external process and will thus be trainable. * `Max Steps` - Total number of steps per-episode. `0` corresponds to episodes without a maximum number of steps. Once the step counter reaches maximum, the diff --git a/docs/Learning-Environment-Design-Brains.md b/docs/Learning-Environment-Design-Brains.md index 6ac0c93c4c..c60e0dcf97 100644 --- a/docs/Learning-Environment-Design-Brains.md +++ b/docs/Learning-Environment-Design-Brains.md @@ -15,10 +15,10 @@ There are 3 types of brains you can use: keyboard keys to Agent actions, which can be useful to test your Agent code. During training, use an **Learning Brain** -and drag it into the Academy's `Training Hub` with the `Train` checkbox checked. +and drag it into the Academy's `Broadcast Hub` with the `Control` checkbox checked. When you want to use the trained model, import the model file into the Unity project, add it to the **Model** property of the **Learning Brain** and uncheck -the `Train` checkbox of the `Training Hub`. +the `Control` checkbox of the `Broadcast Hub`. Brain assets has several important properties that you can set using the Inspector window. These properties must be appropriate for the Agents using the @@ -64,8 +64,8 @@ from your Agents using a Python program without controlling them. ### How to use: Unity -To turn it on in Unity, drag the Brain into the Academy's training hub but leave -the `Train` checkbox unchecked when present. This will expose the Brain's data +To turn it on in Unity, drag the Brain into the Academy's Broadcast Hub but leave +the `Control` checkbox unchecked when present. This will expose the Brain's data without letting the external process control it. ![Broadcast](images/broadcast.png) @@ -73,11 +73,11 @@ without letting the external process control it. ### How to use: Python When you launch your Unity Environment from a Python program, you can see what -the Agents connected to Brains present in the `Training Hub` are doing. +the Agents connected to Brains present in the `Broadcast Hub` are doing. When calling `step` or `reset` on your environment, you retrieve a dictionary mapping Brain names to `BrainInfo` objects. The dictionary contains a `BrainInfo` object for each -Brain in the `Training Hub`. +Brain in the `Broadcast Hub`. Just like with an Learning Brain, the `BrainInfo` object contains the fields for `visual_observations`, `vector_observations`, `text_observations`, @@ -86,9 +86,9 @@ Just like with an Learning Brain, the `BrainInfo` object contains the fields for were taken by the Agents at the previous step, not the current one. Note that when you do a `step` on the environment, you can only provide actions -for the Brains in the `Training Hub` with the `Train` checkbox checked. If there -are Brains in the `Training Hub` with the -`Train` checkbox checked, simply call `step()` with no arguments. +for the Brains in the `Broadcast Hub` with the `Control` checkbox checked. If there +are Brains in the `Broadcast Hub` with the +`Control` checkbox checked, simply call `step()` with no arguments. You can use the broadcast feature to collect data generated by Player, Heuristics or Learning Brains game sessions. You can then use this data to train diff --git a/docs/Learning-Environment-Design-Learning-Brains.md b/docs/Learning-Environment-Design-Learning-Brains.md index 6857f49824..d074b96806 100644 --- a/docs/Learning-Environment-Design-Learning-Brains.md +++ b/docs/Learning-Environment-Design-Learning-Brains.md @@ -2,13 +2,13 @@ The **Learning Brain** works differently if you are training it or not. When training your Agents, drag the **Learning Brain** to the -Academy's `Training Hub` and check the checkbox `Train`. When using a pretrained +Academy's `Broadcast Hub` and check the checkbox `Control`. When using a pretrained model, just drag the Model file into the `Model` property of the **Learning Brain**. ## Training Mode / External Control When [running an ML-Agents training algorithm](Training-ML-Agents.md), at least -one Brain asset must be in the Academy's `Training Hub` with the checkbox `Train` +one Brain asset must be in the Academy's `Broadcast Hub` with the checkbox `Control` checked. This allows the training process to collect the observations of Agents using that Brain and give the Agents their actions. diff --git a/docs/Learning-Environment-Design.md b/docs/Learning-Environment-Design.md index 6ade7a560c..8674c09a1c 100644 --- a/docs/Learning-Environment-Design.md +++ b/docs/Learning-Environment-Design.md @@ -121,10 +121,10 @@ search bar on top of the Scene Hierarchy window. To Create a Brain, go to `Assets -> Create -> Ml-Agents` and select the type of brain you want to use. Brain behavior is determined by the Brain type. During training, use an **Learning Brain** -and drag it into the Academy's `Training Hub` with the `Train` checkbox checked. +and drag it into the Academy's `Broadcast Hub` with the `Control` checkbox checked. When you want to use the trained model, import the model file into the Unity project, add it to the **Model** property of the **Learning Brain** and uncheck -the `Train` checkbox of the `Training Hub`. See +the `Control` checkbox of the `Broadcast Hub`. See [Brains](Learning-Environment-Design-Brains.md) for details on using the different types of Brains. You can create new types of brains if the three built-in types don't do what you need. @@ -198,8 +198,8 @@ include: * The training scene must start automatically when your Unity application is launched by the training process. -* The scene must include an Academy with at least one Brain in the `Training Hub` - with the `Train` checkbox checked. +* The scene must include an Academy with at least one Brain in the `Broadcast Hub` + with the `Control` checkbox checked. * The Academy must reset the scene to a valid starting point for each episode of training. * A training episode must have a definite end — either using `Max Steps` or by diff --git a/docs/Learning-Environment-Executable.md b/docs/Learning-Environment-Executable.md index 9f26794aef..190bae397a 100644 --- a/docs/Learning-Environment-Executable.md +++ b/docs/Learning-Environment-Executable.md @@ -30,7 +30,7 @@ environment: Make sure the Brains in the scene have the right type. For example, if you want to be able to control your agents from Python, you will need to put the brain controlling the Agents to be an **Learning Brain** and drag it into the -Academy's `Training Hub` with the `Train` checkbox checked. +Academy's `Broadcast Hub` with the `Control` checkbox checked. Next, we want the set up scene to play correctly when the training process launches our environment executable. This means: @@ -209,5 +209,5 @@ your Learning Brain by following the steps below: 5. Drag the `_.bytes` file from the Project window of the Editor to the **Model** placeholder in the **Ball3DBrain** inspector window. -6. Remove the **Ball3DBrain** from the Academy's `Training Hub` +6. Remove the **Ball3DBrain** from the Academy's `Broadcast Hub` 7. Press the Play button at the top of the editor. diff --git a/docs/ML-Agents-Overview.md b/docs/ML-Agents-Overview.md index dc5b4f9b3a..6c3987c9f6 100644 --- a/docs/ML-Agents-Overview.md +++ b/docs/ML-Agents-Overview.md @@ -186,7 +186,7 @@ range of training and inference scenarios: [TensorFlow](Background-TensorFlow.md) model. The embedded TensorFlow model represents a learned policy and the Brain directly uses this model to determine the action for each Agent. You can train an **Learning Brain** - by dragging it into the Academy's `Training Hub` with the `Train` + by dragging it into the Academy's `Broadcast Hub` with the `Control` checkbox checked. - **Player** - where decisions are made using real input from a keyboard or controller. Here, a human player is controlling the Agent and the observations @@ -408,7 +408,7 @@ training process. - **Broadcasting** - As discussed earlier, an Learning Brain sends the observations for all its Agents to the Python API when dragged into the - Academy's `Training Hub` with the `Train` checkbox checked. This is helpful + Academy's `Broadcast Hub` with the `Control` checkbox checked. This is helpful for training and later inference. Broadcasting is a feature which can be enabled all types of brains (Player, Learning, Heuristic) where the Agent observations and actions are also sent to the Python API (despite the fact diff --git a/docs/Migrating.md b/docs/Migrating.md index 06dd6fc41b..b974793b15 100644 --- a/docs/Migrating.md +++ b/docs/Migrating.md @@ -109,7 +109,7 @@ in order to ensure a smooth transition. with ML-Agents. For more information on using `learn.py`, see [here](Training-ML-Agents.md#training-with-mlagents-learn). * Hyperparameters for training Brains are now stored in the - `trainer_config.yaml` file. For more information on using this file, see + `Controler_config.yaml` file. For more information on using this file, see [here](Training-ML-Agents.md#training-config-file). ### Unity API diff --git a/docs/Python-API.md b/docs/Python-API.md index cdc6a291fb..56ec30eb57 100644 --- a/docs/Python-API.md +++ b/docs/Python-API.md @@ -32,10 +32,10 @@ These classes are all defined in the `ml-agents/mlagents/envs` folder of the ML-Agents SDK. To communicate with an Agent in a Unity environment from a Python program, the -Agent must either use a Brain present in the Academy's `Training Hub`. +Agent must either use a Brain present in the Academy's `Broadcast Hub`. Your code is expected to return -actions for Agents with Brains with the `Train` checkbox of the -Academy's `Training Hub` checked, but can only observe broadcasting +actions for Agents with Brains with the `Control` checkbox of the +Academy's `Broadcast Hub` checked, but can only observe broadcasting Brains (the information you receive for an Agent is the same in both cases). _Notice: Currently communication between Unity and Python takes place over an @@ -101,7 +101,7 @@ variable named `env` in this example, can be used in the following way: - **Reset : `env.reset(train_model=True, config=None)`** Send a reset signal to the environment, and provides a dictionary mapping Brain names to BrainInfo objects. - - `train_model` indicates whether to run the environment in train (`True`) or + - `Control_model` indicates whether to run the environment in train (`True`) or test (`False`) mode. - `config` is an optional dictionary of configuration flags specific to the environment. For generic environments, `config` can be ignored. `config` is @@ -129,8 +129,8 @@ variable named `env` in this example, can be used in the following way: observations = brainInfo.vector_observations ``` - Note that if you have more than one Brain in the Academy's `Training Hub` with - the `Train` checkbox checked, you + Note that if you have more than one Brain in the Academy's `Broadcast Hub` with + the `Control` checkbox checked, you must provide dictionaries from Brain names to arrays for `action`, `memory` and `value`. For example: If you have two training Brains named `brain1` and `brain2` each with one Agent taking two continuous actions, then you can diff --git a/docs/Training-Imitation-Learning.md b/docs/Training-Imitation-Learning.md index b76b136878..62d8653508 100644 --- a/docs/Training-Imitation-Learning.md +++ b/docs/Training-Imitation-Learning.md @@ -30,12 +30,12 @@ Machine Learning tasks work. 3. The "Student" Brain must be an **Learning Brain**. 4. The Brain Parameters of both the "Teacher" and "Student" brains must be compatible with the agent. -5. Drag both the "Teacher" and "Student" brain into the Academy's `Training Hub` - and check the `Train` checkbox on the "Student" brain. +5. Drag both the "Teacher" and "Student" brain into the Academy's `Broadcast Hub` + and check the `Control` checkbox on the "Student" brain. 4. Link the Brains to the desired Agents (one Agent as the teacher and at least one Agent as a student). 5. In `config/trainer_config.yaml`, add an entry for the "Student" Brain. Set - the `trainer` parameter of this entry to `imitation`, and the + the `Controler` parameter of this entry to `imitation`, and the `brain_to_imitate` parameter to the name of the teacher Brain: "Teacher". Additionally, set `batches_per_epoch`, which controls how much training to do each moment. Increase the `max_steps` option if you'd like to keep training diff --git a/docs/Using-Docker.md b/docs/Using-Docker.md index 05f44b1952..dbc4483d43 100644 --- a/docs/Using-Docker.md +++ b/docs/Using-Docker.md @@ -109,9 +109,9 @@ Notes on argument values: - `docker-target-name`: Tells the ML-Agents Python package what the name of the disk where it can read the Unity executable and store the graph. **This should therefore be identical to `target`.** -- `trainer-config-file`, `train`, `run-id`: ML-Agents arguments passed to - `mlagents-learn`. `trainer-config-file` is the filename of the trainer config - file, `train` trains the algorithm, and `run-id` is used to tag each +- `Controler-config-file`, `Control`, `run-id`: ML-Agents arguments passed to + `mlagents-learn`. `Controler-config-file` is the filename of the trainer config + file, `Control` trains the algorithm, and `run-id` is used to tag each experiment with a unique identifier. We recommend placing the trainer-config file inside `unity-volume` so that the container has access to the file. From e18a091b368686f08b13e751cddd0204eea42935 Mon Sep 17 00:00:00 2001 From: vincentpierre Date: Wed, 26 Sep 2018 15:36:54 -0700 Subject: [PATCH 08/11] Forgot one file --- docs/Basic-Guide.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/Basic-Guide.md b/docs/Basic-Guide.md index 3a2da3d098..b83f7146e2 100644 --- a/docs/Basic-Guide.md +++ b/docs/Basic-Guide.md @@ -86,7 +86,7 @@ to communicate with the external training process when making their decisions. 1. Assign the **Ball3DBrain** to the agents you would like to train. __Note:__ You can only perform training with an `Learning Brain`. 2. Select the **Ball3DAcademy** GameObject and add the **Ball3DBrain** - to the Broadcast Hub and toggle the train checkbox. + to the Broadcast Hub and toggle the `Control` checkbox. ![Set Brain to External](images/mlagents-SetBrainToTrain.png) From 034caec1b64d41c0327950599aeae2ecaed5d715 Mon Sep 17 00:00:00 2001 From: vincentpierre Date: Wed, 26 Sep 2018 16:31:43 -0700 Subject: [PATCH 09/11] Added new images --- ...ning-Environment-Design-Learning-Brains.md | 2 -- docs/Using-TensorFlow-Sharp-in-Unity.md | 2 -- docs/images/academy.png | Bin 40393 -> 115022 bytes docs/images/broadcast.png | Bin 25635 -> 62345 bytes docs/images/learning_brain.png | Bin 27885 -> 0 bytes docs/images/mlagents-NewTutAcademy.png | Bin 22595 -> 59956 bytes docs/images/mlagents-SetBrainToTrain.png | Bin 24207 -> 57815 bytes 7 files changed, 4 deletions(-) delete mode 100644 docs/images/learning_brain.png diff --git a/docs/Learning-Environment-Design-Learning-Brains.md b/docs/Learning-Environment-Design-Learning-Brains.md index d074b96806..9fc08ba252 100644 --- a/docs/Learning-Environment-Design-Learning-Brains.md +++ b/docs/Learning-Environment-Design-Learning-Brains.md @@ -67,8 +67,6 @@ produced by the PPO and BC training code in the ML-Agents SDK. To use a default ML-Agents model, the only parameter that you need to set is the `Graph Model`, which must be set to the .bytes file containing the trained model itself. -![Learning Brain Inspector](images/learning_brain.png) - * `Model` : This must be the `bytes` file corresponding to the pre-trained TensorFlow graph. (You must first drag this file into your Project window and then from the Resources folder into the inspector) diff --git a/docs/Using-TensorFlow-Sharp-in-Unity.md b/docs/Using-TensorFlow-Sharp-in-Unity.md index fed41a2b3e..51d0ab34fd 100644 --- a/docs/Using-TensorFlow-Sharp-in-Unity.md +++ b/docs/Using-TensorFlow-Sharp-in-Unity.md @@ -93,8 +93,6 @@ Your model will be saved with the name `your_name_graph.bytes` and will contain both the graph and associated weights. 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docs/Learning-Environment-Design-Agents.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/Learning-Environment-Design-Agents.md b/docs/Learning-Environment-Design-Agents.md index f81b043fe5..aea8293375 100644 --- a/docs/Learning-Environment-Design-Agents.md +++ b/docs/Learning-Environment-Design-Agents.md @@ -343,7 +343,7 @@ continuous action spaces. #### Masking Discrete Actions When using Discrete Actions, it is possible to specify that some actions are -impossible for the next decision. Then the Agent is controlled by an External or +impossible for the next decision. Then the Agent is controlled by a Learning Brain, the Agent will be unable to perform the specified action. Note that when the Agent is controlled by a Player or Heuristic Brain, the Agent will still be able to decide to perform the masked action. In order to mask an From 6cb87d9cb1b62cc3cd4516511c8f23836ec2f04a Mon Sep 17 00:00:00 2001 From: vincentpierre Date: Fri, 28 Sep 2018 09:49:36 -0700 Subject: [PATCH 11/11] Fixed some typos --- docs/Background-TensorFlow.md | 4 ++-- docs/Getting-Started-with-Balance-Ball.md | 9 ++++---- docs/Learning-Environment-Create-New.md | 4 ++-- docs/Learning-Environment-Design-Agents.md | 4 ++-- docs/Learning-Environment-Design-Brains.md | 19 ++++++++-------- ...ing-Environment-Design-Heuristic-Brains.md | 2 +- ...ning-Environment-Design-Learning-Brains.md | 6 ++--- docs/Learning-Environment-Design.md | 9 ++++---- docs/Learning-Environment-Executable.md | 2 +- docs/ML-Agents-Overview.md | 22 ++++++++++--------- docs/Training-Imitation-Learning.md | 2 +- 11 files changed, 42 insertions(+), 41 deletions(-) diff --git a/docs/Background-TensorFlow.md b/docs/Background-TensorFlow.md index f27e210b2c..ebaaabbd54 100644 --- a/docs/Background-TensorFlow.md +++ b/docs/Background-TensorFlow.md @@ -17,7 +17,7 @@ performing computations using data flow graphs, the underlying representation of deep learning models. It facilitates training and inference on CPUs and GPUs in a desktop, server, or mobile device. Within the ML-Agents toolkit, when you train the behavior of an agent, the output is a TensorFlow model (.bytes) file -that you can then embed within an Learning Brain. Unless you implement a new +that you can then embed within a Learning Brain. Unless you implement a new algorithm, the use of TensorFlow is mostly abstracted away and behind the scenes. @@ -44,7 +44,7 @@ are written in C#. Consequently, to enable the Learning Brain, we leverage a third-party library [TensorFlowSharp](https://github.com/migueldeicaza/TensorFlowSharp) which provides .NET bindings to TensorFlow. Thus, when a Unity environment that -contains an Learning Brain is built, inference is performed via TensorFlowSharp. +contains a Learning Brain is built, inference is performed via TensorFlowSharp. We provide an additional in-depth overview of how to leverage [TensorFlowSharp within Unity](Using-TensorFlow-Sharp-in-Unity.md) which will become more diff --git a/docs/Getting-Started-with-Balance-Ball.md b/docs/Getting-Started-with-Balance-Ball.md index e823291a32..8a51a1fde0 100644 --- a/docs/Getting-Started-with-Balance-Ball.md +++ b/docs/Getting-Started-with-Balance-Ball.md @@ -97,7 +97,7 @@ Brain, but act independently. The Brain settings tell you quite a bit about how an Agent works. You can create brain objects by selecting `Assets -> -Create -> ML-Agents -> Brain`. There are 3 types of brains : +Create -> ML-Agents -> Brain`. There are 3 kinds of brains : The **Learning Brain** is a brain that uses a Neural Network to take decisions. When the Brain is checked as `Control` in the Academy **Broadcast Hub**, the external process will be taking decisions for the agents @@ -107,10 +107,9 @@ The **Heuristic** Brain allows you to hand-code the Agent's logic by extending the Decision class. Finally, the **Player** Brain lets you map keyboard commands to actions, which can be useful when testing your agents and environment. If none of these types -of Brains do what you need, you can implement your own CoreBrain to create your -own type. +of Brains do what you need, you can implement your own Brain. -In this tutorial, you will use an **Learning Brain** for training. +In this tutorial, you will use a **Learning Brain** for training. #### Vector Observation Space @@ -271,7 +270,7 @@ From TensorBoard, you will see the summary statistics: Once the training process completes, and the training process saves the model (denoted by the `Saved Model` message) you can add it to the Unity project and -use it with Agents having an **Learning Brain**. +use it with Agents having a **Learning Brain**. __Note:__ Do not just close the Unity Window once the `Saved Model` message appears. Either wait for the training process to close the window or press Ctrl+C at the command-line prompt. If you simply close the window manually, the .bytes file diff --git a/docs/Learning-Environment-Create-New.md b/docs/Learning-Environment-Create-New.md index 977dd32da4..6fc1076b82 100644 --- a/docs/Learning-Environment-Create-New.md +++ b/docs/Learning-Environment-Create-New.md @@ -30,7 +30,7 @@ steps: 5. Add your Agent subclasses to appropriate GameObjects, typically, the object in the scene that represents the Agent in the simulation. Each Agent object must be assigned a Brain object. -6. If training, set the Brain type to External and +6. If training, check the `Control` checkbox in the BroadcastHub of the Academy. [run the training process](Training-ML-Agents.md). **Note:** If you are unfamiliar with Unity, refer to @@ -162,7 +162,7 @@ observations to its Brain and expects a decision in return. The type of the brai To create the Brain: 1. Go to `Assets -> Create -> ML-Agents` and select the type of brain you want to - create. In this tutorial, we will create an **Learning Brain** and + create. In this tutorial, we will create a **Learning Brain** and a **Player Brain**. 2. Name them `RollerBallBrain` and `RollerBallPlayer` respectively. diff --git a/docs/Learning-Environment-Design-Agents.md b/docs/Learning-Environment-Design-Agents.md index aea8293375..bcf95efbfa 100644 --- a/docs/Learning-Environment-Design-Agents.md +++ b/docs/Learning-Environment-Design-Agents.md @@ -17,8 +17,8 @@ trained agents or for imitation learning.) The Brain class abstracts out the decision making logic from the Agent itself so that you can use the same Brain in multiple Agents. How a Brain makes its -decisions depends on the type of Brain it is. A Player Brain allows you -to directly control the agent. A heuristic Brain allows you to create a +decisions depends on the kind of Brain it is. A Player Brain allows you +to directly control the agent. A Heuristic Brain allows you to create a decision script to control the agent with a set of rules. These two brains do not involve neural networks but they can be useful for debugging. The Learning Brain allows you to train and use neural network models for diff --git a/docs/Learning-Environment-Design-Brains.md b/docs/Learning-Environment-Design-Brains.md index c60e0dcf97..6292274d87 100644 --- a/docs/Learning-Environment-Design-Brains.md +++ b/docs/Learning-Environment-Design-Brains.md @@ -5,16 +5,17 @@ assigned a Brain, but you can use the same Brain with more than one Agent. You can also create several Brains, attach each of the Brain to one or more than one Agent. -There are 3 types of brains you can use: +There are 3 kinds of brains you can use: -* [Learning](Learning-Environment-Learning-Brains.md) – Set - **Learning** to make use of a trained model or train a new model. -* [Heuristic](Learning-Environment-Design-Heuristic-Brains.md) – Set - **Heuristic** to hand-code the Agent's logic by extending the Decision class. -* [Player](Learning-Environment-Design-Player-Brains.md) – Set **Player** to map - keyboard keys to Agent actions, which can be useful to test your Agent code. +* [Learning](Learning-Environment-Learning-Brains.md) – Use a + **LearningBrain** to make use of a trained model or train a new model. +* [Heuristic](Learning-Environment-Design-Heuristic-Brains.md) – Use a + **HeuristicBrain** to hand-code the Agent's logic by extending the Decision class. +* [Player](Learning-Environment-Design-Player-Brains.md) – Use a + **PlayerBrain** to map keyboard keys to Agent actions, which can be + useful to test your Agent code. -During training, use an **Learning Brain** +During training, use a **Learning Brain** and drag it into the Academy's `Broadcast Hub` with the `Control` checkbox checked. When you want to use the trained model, import the model file into the Unity project, add it to the **Model** property of the **Learning Brain** and uncheck @@ -79,7 +80,7 @@ When calling `step` or `BrainInfo` objects. The dictionary contains a `BrainInfo` object for each Brain in the `Broadcast Hub`. -Just like with an Learning Brain, the `BrainInfo` object contains the fields for +Just like with a Learning Brain, the `BrainInfo` object contains the fields for `visual_observations`, `vector_observations`, `text_observations`, `memories`,`rewards`, `local_done`, `max_reached`, `agents` and `previous_actions`. Note that `previous_actions` corresponds to the actions that diff --git a/docs/Learning-Environment-Design-Heuristic-Brains.md b/docs/Learning-Environment-Design-Heuristic-Brains.md index aa8ae27976..988de21d0d 100644 --- a/docs/Learning-Environment-Design-Heuristic-Brains.md +++ b/docs/Learning-Environment-Design-Heuristic-Brains.md @@ -1,6 +1,6 @@ # Heuristic Brain -The **Heuristic Brain** type allows you to hand code an Agent's decision making +The **Heuristic Brain** allows you to hand code an Agent's decision making process. A Heuristic Brain requires an implementation of the Decision script to which it delegates the decision making process. diff --git a/docs/Learning-Environment-Design-Learning-Brains.md b/docs/Learning-Environment-Design-Learning-Brains.md index 9fc08ba252..521015c6c2 100644 --- a/docs/Learning-Environment-Design-Learning-Brains.md +++ b/docs/Learning-Environment-Design-Learning-Brains.md @@ -12,14 +12,14 @@ one Brain asset must be in the Academy's `Broadcast Hub` with the checkbox `Cont checked. This allows the training process to collect the observations of Agents using that Brain and give the Agents their actions. -In addition to using an **Learning Brain** for training using the ML-Agents learning -algorithms, you can use an **Learning Brain** to control Agents in a Unity +In addition to using a **Learning Brain** for training using the ML-Agents learning +algorithms, you can use a **Learning Brain** to control Agents in a Unity environment using an external Python program. See [Python API](Python-API.md) for more information. ## Inference Mode / Internal Control -The **Learning Brain** type uses a +When not training, the **Learning Brain** uses a [TensorFlow model](https://www.tensorflow.org/get_started/get_started_for_beginners#models_and_training) to make decisions. The Proximal Policy Optimization (PPO) and Behavioral Cloning algorithms included with the ML-Agents SDK produce trained TensorFlow models diff --git a/docs/Learning-Environment-Design.md b/docs/Learning-Environment-Design.md index 8674c09a1c..1480187d5c 100644 --- a/docs/Learning-Environment-Design.md +++ b/docs/Learning-Environment-Design.md @@ -34,7 +34,7 @@ finished. During training, the external Python training process communicates with the Academy to run a series of episodes while it collects data and optimizes its -neural network model. The type of Brain assigned to an Agent determines whether +neural network model. The kind of Brain assigned to an Agent determines whether it participates in training or not. The **Learning Brain** can be used to train or execute a TensorFlow model. When training is completed successfully, you can add the trained model file to your Unity project for later @@ -119,15 +119,14 @@ or by selecting all the agents you want to attach the brain to using the search bar on top of the Scene Hierarchy window. To Create a Brain, go to `Assets -> Create -> Ml-Agents` and select the -type of brain you want to use. Brain behavior is -determined by the Brain type. During training, use an **Learning Brain** +type of brain you want to use. During training, use a **Learning Brain** and drag it into the Academy's `Broadcast Hub` with the `Control` checkbox checked. When you want to use the trained model, import the model file into the Unity project, add it to the **Model** property of the **Learning Brain** and uncheck the `Control` checkbox of the `Broadcast Hub`. See [Brains](Learning-Environment-Design-Brains.md) for details on using the -different types of Brains. You can create new types of brains if the three -built-in types don't do what you need. +different types of Brains. You can create new kinds of brains if the three +built-in don't do what you need. The Brain class has several important properties that you can set using the Inspector window. These properties must be appropriate for the Agents using the diff --git a/docs/Learning-Environment-Executable.md b/docs/Learning-Environment-Executable.md index 190bae397a..092e27db98 100644 --- a/docs/Learning-Environment-Executable.md +++ b/docs/Learning-Environment-Executable.md @@ -29,7 +29,7 @@ environment: Make sure the Brains in the scene have the right type. For example, if you want to be able to control your agents from Python, you will need to put the brain -controlling the Agents to be an **Learning Brain** and drag it into the +controlling the Agents to be a **Learning Brain** and drag it into the Academy's `Broadcast Hub` with the `Control` checkbox checked. Next, we want the set up scene to play correctly when the training process diff --git a/docs/ML-Agents-Overview.md b/docs/ML-Agents-Overview.md index 6c3987c9f6..20652e46ec 100644 --- a/docs/ML-Agents-Overview.md +++ b/docs/ML-Agents-Overview.md @@ -179,13 +179,13 @@ and rewards from the Agent and returns actions. The Academy ensures that all the Agents and Brains are in sync in addition to controlling environment-wide settings. So how does the Brain control what the Agent does? -In practice, we have four different types of Brains, which enable a wide +In practice, we have three different categories of Brains, which enable a wide range of training and inference scenarios: - **Learning** - where decisions are made using an embedded [TensorFlow](Background-TensorFlow.md) model. The embedded TensorFlow model represents a learned policy and the Brain directly uses this model to - determine the action for each Agent. You can train an **Learning Brain** + determine the action for each Agent. You can train a **Learning Brain** by dragging it into the Academy's `Broadcast Hub` with the `Control` checkbox checked. - **Player** - where decisions are made using real input from a keyboard or @@ -224,7 +224,7 @@ inference can proceed. As mentioned previously, the ML-Agents toolkit ships with several implementations of state-of-the-art algorithms for training intelligent agents. -In this mode, the only brain used is an **Learning Brain**. More +In this mode, the only brain used is a **Learning Brain**. More specifically, during training, all the medics in the scene send their observations to the Python API through the External Communicator (this is the behavior with an External Brain). The Python API @@ -233,7 +233,8 @@ During training these actions are mostly exploratory to help the Python API learn the best policy for each medic. Once training concludes, the learned policy for each medic can be exported. Given that all our implementations are based on TensorFlow, the learned policy is just a TensorFlow model file. Then -during the inference phase, we switch the Brain type to Learning and include the +during the inference phase, we use the **Learning Brain** in internal mode +and include the TensorFlow model generated from the training phase. Now during the inference phase, the medics still continue to generate their observations, but instead of being sent to the Python API, they will be fed into their (internal, embedded) @@ -254,12 +255,13 @@ tutorial covers this training mode with the **3D Balance Ball** sample environme ### Custom Training and Inference -In the previous mode, the Learning Brain type was used for training to generate +In the previous mode, the Learning Brain was used for training to generate a TensorFlow model that the Learning Brain can later use. However, -any user of the ML-Agents toolkit can leverage their own algorithms for both -training and inference. In this case, the Brain type would be set to Learning -for both training and inferences phases and the behaviors of all the Agents in -the scene will be controlled within Python. +any user of the ML-Agents toolkit can leverage their own algorithms for +training. In this case, the Brain type would be set to Learning and be linked +to the BroadcastHub (with checked `Control` checkbox) +and the behaviors of all the Agents in the scene will be controlled within Python. +You can even turn your environment into a [gym.](../gym-unity/README.md) We do not currently have a tutorial highlighting this mode, but you can learn more about the Python API [here](Python-API.md). @@ -406,7 +408,7 @@ training process. learn more about adding visual observations to an agent [here](Learning-Environment-Design-Agents.md#multiple-visual-observations). -- **Broadcasting** - As discussed earlier, an Learning Brain sends the +- **Broadcasting** - As discussed earlier, a Learning Brain sends the observations for all its Agents to the Python API when dragged into the Academy's `Broadcast Hub` with the `Control` checkbox checked. This is helpful for training and later inference. Broadcasting is a feature which can be diff --git a/docs/Training-Imitation-Learning.md b/docs/Training-Imitation-Learning.md index 62d8653508..c97da44a88 100644 --- a/docs/Training-Imitation-Learning.md +++ b/docs/Training-Imitation-Learning.md @@ -27,7 +27,7 @@ Machine Learning tasks work. `Assets`s are "Teacher" and "Student" respectively. 2. The "Teacher" Brain must be a **Player Brain**. You must properly configure the inputs to map to the corresponding actions. -3. The "Student" Brain must be an **Learning Brain**. +3. The "Student" Brain must be a **Learning Brain**. 4. The Brain Parameters of both the "Teacher" and "Student" brains must be compatible with the agent. 5. Drag both the "Teacher" and "Student" brain into the Academy's `Broadcast Hub`