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103 行
4.5 KiB
103 行
4.5 KiB
#if MLA_INPUT_SYSTEM && UNITY_2019_4_OR_NEWER
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using Unity.MLAgents.Actuators;
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using Unity.MLAgents.Policies;
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using UnityEngine;
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using UnityEngine.InputSystem;
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using UnityEngine.Profiling;
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namespace Unity.MLAgents.Extensions.Input
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{
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/// <summary>
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/// This implementation of <see cref="IActuator"/> will send events from the ML-Agents training process, or from
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/// neural networks to the <see cref="InputSystem"/> via the <see cref="IRLActionInputAdaptor"/> interface. If an
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/// <see cref="Agent"/>'s <see cref="BehaviorParameters"/> indicate that the Agent is running in Heuristic Mode,
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/// this Actuator will write actions from the <see cref="InputSystem"/> to the <see cref="ActionBuffers"/> object.
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/// </summary>
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public class InputActionActuator : IActuator, IBuiltInActuator
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{
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readonly BehaviorParameters m_BehaviorParameters;
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readonly InputAction m_Action;
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readonly IRLActionInputAdaptor m_InputAdaptor;
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InputActuatorEventContext m_InputActuatorEventContext;
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InputDevice m_Device;
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InputControl m_Control;
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/// <summary>
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/// Construct an <see cref="InputActionActuator"/> with the <see cref="BehaviorParameters"/> of the
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/// <see cref="Agent"/> component, the relevant <see cref="InputAction"/>, and the relevant
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/// <see cref="IRLActionInputAdaptor"/> to convert between ml-agents <--> <see cref="InputSystem"/>.
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/// </summary>
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/// <param name="inputDevice">The input device this action is bound to.</param>
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/// <param name="behaviorParameters">Used to determine if the <see cref="Agent"/> is running in
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/// heuristic mode.</param>
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/// <param name="action">The <see cref="InputAction"/> this <see cref="IActuator"/> we read/write data to/from
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/// via the <see cref="IRLActionInputAdaptor"/>.</param>
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/// <param name="adaptor">The <see cref="IRLActionInputAdaptor"/> that will convert data between ML-Agents
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/// and the <see cref="InputSystem"/>.</param>
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/// <param name="inputActuatorEventContext">The object that will provide the event ptr to write to.</param>
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public InputActionActuator(InputDevice inputDevice, BehaviorParameters behaviorParameters,
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InputAction action,
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IRLActionInputAdaptor adaptor,
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InputActuatorEventContext inputActuatorEventContext)
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{
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m_BehaviorParameters = behaviorParameters;
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Name = $"InputActionActuator-{action.name}";
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m_Action = action;
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m_InputAdaptor = adaptor;
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m_InputActuatorEventContext = inputActuatorEventContext;
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ActionSpec = adaptor.GetActionSpecForInputAction(m_Action);
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m_Device = inputDevice;
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m_Control = m_Device?.GetChildControl(m_Action.name);
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}
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/// <inheritdoc cref="IActionReceiver.OnActionReceived"/>
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public void OnActionReceived(ActionBuffers actionBuffers)
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{
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Profiler.BeginSample("InputActionActuator.OnActionReceived");
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if (!m_BehaviorParameters.IsInHeuristicMode())
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{
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using (m_InputActuatorEventContext.GetEventForFrame(out var eventPtr))
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{
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m_InputAdaptor.WriteToInputEventForAction(eventPtr, m_Action, m_Control, ActionSpec, actionBuffers);
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}
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}
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Profiler.EndSample();
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}
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/// <inheritdoc cref="IActionReceiver.WriteDiscreteActionMask"/>
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public void WriteDiscreteActionMask(IDiscreteActionMask actionMask)
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{
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// TODO configure mask from editor UI?
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}
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/// <inheritdoc cref="IActuator.ActionSpec"/>
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public ActionSpec ActionSpec { get; }
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/// <inheritdoc cref="IActuator.Name"/>
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public string Name { get; }
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/// <inheritdoc cref="IActuator.ResetData"/>
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public void ResetData()
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{
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// do nothing for now
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}
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/// <inheritdoc cref="IHeuristicProvider.Heuristic"/>
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public void Heuristic(in ActionBuffers actionBuffersOut)
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{
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Profiler.BeginSample("InputActionActuator.Heuristic");
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m_InputAdaptor.WriteToHeuristic(m_Action, actionBuffersOut);
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Profiler.EndSample();
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}
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/// <inheritdoc/>
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public BuiltInActuatorType GetBuiltInActuatorType()
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{
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return BuiltInActuatorType.InputActionActuator;
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}
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}
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}
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#endif // MLA_INPUT_SYSTEM && UNITY_2019_4_OR_NEWER
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