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Adding docs clarifying the construction of the ray sublist. The main point to clarify is the behaviour of returning a '1' on a **no hit**.

/develop-generalizationTraining-TrainerController
gregday 5 年前
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共有 2 个文件被更改,包括 18 次插入0 次删除
  1. 9
      UnitySDK/Assets/ML-Agents/Examples/SharedAssets/Scripts/RayPerception2D.cs
  2. 9
      UnitySDK/Assets/ML-Agents/Examples/SharedAssets/Scripts/RayPerception3D.cs

9
UnitySDK/Assets/ML-Agents/Examples/SharedAssets/Scripts/RayPerception2D.cs


/// <summary>
/// Creates perception vector to be used as part of an observation of an agent.
/// Each ray in the rayAngles array adds a sublist of data to the observation.
/// The sublist contains the observation data for a single ray. The list is composed of the following:
/// 1. A one-hot encoding for detectable objects. For example, if detectableObjects.Length = n, the
/// first n elements of the sublist will be a one-hot encoding of the detectableObject that was hit, or
/// all zeroes otherwise.
/// 2. The 'length' element of the sublist will be 1 if the ray missed everything, or 0 if it hit
/// something (detectable or not).
/// 3. The 'length+1' element of the sublist will contain the normalised distance to the object hit.
/// NOTE: Only objects with tags in the detectableObjects array will have a distance set.
/// </summary>
/// <returns>The partial vector observation corresponding to the set of rays</returns>
/// <param name="rayDistance">Radius of rays</param>

9
UnitySDK/Assets/ML-Agents/Examples/SharedAssets/Scripts/RayPerception3D.cs


/// <summary>
/// Creates perception vector to be used as part of an observation of an agent.
/// Each ray in the rayAngles array adds a sublist of data to the observation.
/// The sublist contains the observation data for a single ray. The list is composed of the following:
/// 1. A one-hot encoding for detectable objects. For example, if detectableObjects.Length = n, the
/// first n elements of the sublist will be a one-hot encoding of the detectableObject that was hit, or
/// all zeroes otherwise.
/// 2. The 'length' element of the sublist will be 1 if the ray missed everything, or 0 if it hit
/// something (detectable or not).
/// 3. The 'length+1' element of the sublist will contain the normalised distance to the object hit.
/// NOTE: Only objects with tags in the detectableObjects array will have a distance set.
/// </summary>
/// <returns>The partial vector observation corresponding to the set of rays</returns>
/// <param name="rayDistance">Radius of rays</param>

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