import pybullet as p import numpy as np import copy import math class Kuka: def __init__(self, urdfRootPath='', timeStep=0.01): self.urdfRootPath = urdfRootPath self.timeStep = timeStep self.reset() self.maxForce = 100 def reset(self): objects = p.loadSDF("kuka_iiwa/kuka_with_gripper.sdf") self.kukaUid = objects[0] p.resetBasePositionAndOrientation(self.kukaUid,[-0.100000,0.000000,0.070000],[0.000000,0.000000,0.000000,1.000000]) self.jointPositions=[ -0.196884, 0.857586, -0.023543, -1.664977, 0.030403, 0.624786, -0.232294, 0.000000, -0.296450, 0.000000, 0.100002, 0.284399, 0.000000, -0.099999 ] for jointIndex in range (p.getNumJoints(self.kukaUid)): p.resetJointState(self.kukaUid,jointIndex,self.jointPositions[jointIndex]) self.trayUid = p.loadURDF("tray/tray.urdf", 0.640000,0.075000,-0.190000,0.000000,0.000000,1.000000,0.000000) self.blockUid =p.loadURDF("block.urdf", 0.604746,0.080626,-0.180069,0.000050,-0.000859,-0.824149,0.566372) self.motorNames = [] self.motorIndices = [] numJoints = p.getNumJoints(self.kukaUid) for i in range (numJoints): jointInfo = p.getJointInfo(self.kukaUid,i) qIndex = jointInfo[3] if qIndex > -1: print("motorname") print(jointInfo[1]) self.motorNames.append(str(jointInfo[1])) self.motorIndices.append(i) def getActionDimension(self): return len(self.motorIndices) def getObservationDimension(self): return len(self.getObservation()) def getObservation(self): observation = [] pos,orn=p.getBasePositionAndOrientation(self.blockUid) observation.extend(list(pos)) observation.extend(list(orn)) return observation def applyAction(self, motorCommands): for action in range (len(motorCommands)): motor = self.motorIndices[action] p.setJointMotorControl2(self.kukaUid,motor,p.POSITION_CONTROL,targetPosition=motorCommands[action],force=self.maxForce)