using System.Collections.Generic;
using UnityEngine;
using Unity.MLAgents.Sensors;
namespace Unity.MLAgents.Extensions.Sensors
{
///
/// Editor component that creates a PhysicsBodySensor for the Agent.
///
public class RigidBodySensorComponent : SensorComponent
{
///
/// The root Rigidbody of the system.
///
public Rigidbody RootBody;
///
/// Optional GameObject used to determine the root of the poses.
///
public GameObject VirtualRoot;
///
/// Settings defining what types of observations will be generated.
///
[SerializeField]
public PhysicsSensorSettings Settings = PhysicsSensorSettings.Default();
///
/// Optional sensor name. This must be unique for each Agent.
///
[SerializeField]
public string sensorName;
[SerializeField]
[HideInInspector]
RigidBodyPoseExtractor m_PoseExtractor;
///
/// Creates a PhysicsBodySensor.
///
///
public override ISensor CreateSensor()
{
var _sensorName = string.IsNullOrEmpty(sensorName) ? $"PhysicsBodySensor:{RootBody?.name}" : sensorName;
return new PhysicsBodySensor(GetPoseExtractor(), Settings, _sensorName);
}
///
public override int[] GetObservationShape()
{
if (RootBody == null)
{
return new[] { 0 };
}
var poseExtractor = GetPoseExtractor();
var numPoseObservations = poseExtractor.GetNumPoseObservations(Settings);
var numJointObservations = 0;
foreach(var rb in poseExtractor.GetEnabledRigidbodies())
{
var joint = rb.GetComponent();
numJointObservations += RigidBodyJointExtractor.NumObservations(rb, joint, Settings);
}
return new[] { numPoseObservations + numJointObservations };
}
///
/// Get the DisplayNodes of the hierarchy.
///
///
internal IList GetDisplayNodes()
{
return GetPoseExtractor().GetDisplayNodes();
}
///
/// Lazy construction of the PoseExtractor.
///
///
RigidBodyPoseExtractor GetPoseExtractor()
{
if (m_PoseExtractor == null)
{
ResetPoseExtractor();
}
return m_PoseExtractor;
}
///
/// Reset the pose extractor, trying to keep the enabled state of the corresponding poses the same.
///
internal void ResetPoseExtractor()
{
// Get the current enabled state of each body, so that we can reinitialize with them.
Dictionary bodyPosesEnabled = null;
if (m_PoseExtractor != null)
{
bodyPosesEnabled = m_PoseExtractor.GetBodyPosesEnabled();
}
m_PoseExtractor = new RigidBodyPoseExtractor(RootBody, gameObject, VirtualRoot, bodyPosesEnabled);
}
///
/// Toggle the pose at the given index.
///
///
///
internal void SetPoseEnabled(int index, bool enabled)
{
GetPoseExtractor().SetPoseEnabled(index, enabled);
}
}
}