/// <summary>
/// Construct a new PhysicsBodySensor
/// </summary>
/// <param name="rootBody"></param>
/// <param name="settings"></param>
/// <param name="sensorName"></param>
public PhysicsBodySensor(Rigidbody rootBody, GameObject rootGameObject, PhysicsSensorSettings settings, string sensorName = null)
{
var poseExtractor = new RigidBodyPoseExtractor(rootBody, rootGameObject);
m_PoseExtractor = poseExtractor;
m_SensorName = string.IsNullOrEmpty(sensorName) ? $"PhysicsBodySensor:{rootBody?.name}" : sensorName;
m_Settings = settings;
var numJointExtractorObservations = 0;
var rigidBodies = poseExtractor.Bodies;
if (rigidBodies != null)
{
m_JointExtractors = new IJointExtractor[rigidBodies.Length - 1]; // skip the root
for (var i = 1; i < rigidBodies.Length; i++)
{
var jointExtractor = new RigidBodyJointExtractor(rigidBodies[i]);
numJointExtractorObservations += jointExtractor.NumObservations(settings);
m_JointExtractors[i - 1] = jointExtractor;
}
}
else
{
m_JointExtractors = new IJointExtractor[0];
}
var numTransformObservations = m_PoseExtractor.GetNumPoseObservations(settings);
m_Shape = new[] { numTransformObservations + numJointExtractorObservations };
}
/// <inheritdoc/>
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<Joint>();
numJointObservations += RigidBodyJointExtractor.NumObservations(rb, joint, Settings);
}
return new[] { numPoseObservations + numJointObservations };
}
/// <inheritdoc/>
public override int[] GetObservationShape()
{
if (RootBody == null)
{
return(new[] { 0 });
}
// TODO static method in PhysicsBodySensor?
// TODO only update PoseExtractor when body changes?
var poseExtractor = new RigidBodyPoseExtractor(RootBody, gameObject, VirtualRoot);
var numPoseObservations = poseExtractor.GetNumPoseObservations(Settings);
var numJointObservations = 0;
// Start from i=1 to ignore the root
for (var i = 1; i < poseExtractor.Bodies.Length; i++)
{
var body = poseExtractor.Bodies[i];
var joint = body?.GetComponent <Joint>();
numJointObservations += RigidBodyJointExtractor.NumObservations(body, joint, Settings);
}
return(new[] { numPoseObservations + numJointObservations });
}
/// <summary>
/// Construct a new PhysicsBodySensor
/// </summary>
/// <param name="poseExtractor"></param>
/// <param name="settings"></param>
/// <param name="sensorName"></param>
public PhysicsBodySensor(
RigidBodyPoseExtractor poseExtractor,
PhysicsSensorSettings settings,
string sensorName
)
{
m_PoseExtractor = poseExtractor;
m_SensorName = sensorName;
m_Settings = settings;
var numJointExtractorObservations = 0;
m_JointExtractors = new List <IJointExtractor>(poseExtractor.NumEnabledPoses);
foreach (var rb in poseExtractor.GetEnabledRigidbodies())
{
var jointExtractor = new RigidBodyJointExtractor(rb);
numJointExtractorObservations += jointExtractor.NumObservations(settings);
m_JointExtractors.Add(jointExtractor);
}
var numTransformObservations = m_PoseExtractor.GetNumPoseObservations(settings);
m_Shape = new[] { numTransformObservations + numJointExtractorObservations };
}