def __init__(self):
try:
isInit
except:
isInit = True
CLIENT = pybullet.connect(pybullet.GUI)
print("client", CLIENT)
pb.setAdditionalSearchPath(
pybullet_data.getDataPath()) #used by loadURDF
plane = pybullet.loadURDF("plane.urdf")
print("plane ID", plane)
#pb.configureDebugVisualizer(pybullet.COV_ENABLE_GUI, 0, physicsClientId=CLIENT)
#pb.configureDebugVisualizer(pybullet.COV_ENABLE_TINY_RENDERER, 0, physicsClientId=CLIENT)
pb.setGravity(0, 0, -10.0)
self.table = pb.loadURDF("table/table.urdf")
print("table ID", self.table)
self.plate = pb.loadURDF("dish/plate.urdf")
print("plate ID", self.plate)
self.rgripper = RGripper()
self.lgripper = LGripper()
#self.robot_model = skrobot.models.urdf.RobotModelFromURDF(urdf_file=skrobot.data.pr2_urdfpath())
self.robot_model = PR2()
interface = PybulletRobotInterface(self.robot_model)
self.try_num = 100 #Simulator loop times
self.frames = [] #Movie buffer
pb.resetDebugVisualizerCamera(2.0, 90, -0.0, (0.0, 0.0, 1.0))
# For pybullet getCameraImage argument
self.viewMatrix = pb.computeViewMatrix(cameraEyePosition=[5, 5, 30],
cameraTargetPosition=[3, 3, 3],
cameraUpVector=[3, 1, 3])
self.projectionMatrix = pb.computeProjectionMatrixFOV(fov=45.0,
aspect=1.0,
nearVal=0.1,
farVal=3.1)
isInit
except:
isInit = True
CLIENT = pybullet.connect(pybullet.GUI)
pb.setAdditionalSearchPath(pybullet_data.getDataPath()) #used by loadURDF
plane = pybullet.loadURDF("plane.urdf")
pb.configureDebugVisualizer(pybullet.COV_ENABLE_GUI,
0,
physicsClientId=CLIENT)
pb.configureDebugVisualizer(pybullet.COV_ENABLE_TINY_RENDERER,
0,
physicsClientId=CLIENT)
pb.setGravity(0, 0, -10.0)
table = pb.loadURDF("table/table.urdf", physicsClientId=CLIENT)
dish = pb.loadURDF("dish/dish.urdf", physicsClientId=CLIENT)
rgripper = RGripper()
table_pos = np.array([0.0, 0.0, 0.0])
utils.set_point(table, table_pos)
utils.set_zrot(table, pi * 0.5)
utils.set_point(dish, [0.0, 0.0, 0.63])
rgripper.set_basepose([0, 0.15, 0.86], [-1.54, 1.2, -1.57])
rgripper.set_gripper_width(0.5, force=True)
time.sleep(0.5)
rgripper.set_gripper_width(0.0)
rgripper.set_state([0.0, 0.0, -0.2])
rgripper.set_state([-0.2, 0.5, 0.0])
time.sleep(0.5)
isInit
except:
isInit = True
CLIENT = pybullet.connect(pybullet.GUI)
pb.setAdditionalSearchPath(pybullet_data.getDataPath()) #used by loadURDF
plane = pybullet.loadURDF("plane.urdf")
pb.configureDebugVisualizer(pybullet.COV_ENABLE_GUI,
0,
physicsClientId=CLIENT)
pb.configureDebugVisualizer(pybullet.COV_ENABLE_TINY_RENDERER,
0,
physicsClientId=CLIENT)
pb.setGravity(0, 0, -0.0)
table = pb.loadURDF("table/table.urdf", physicsClientId=CLIENT)
dish = pb.loadURDF("dish/dish.urdf", physicsClientId=CLIENT)
rgripper = RGripper()
lgripper = LGripper()
table_pos = np.array([0.0, 0.0, 0.0])
utils.set_point(table, table_pos)
utils.set_zrot(table, pi * 0.5)
rgripper.set_basepose([-0.2, 0.2, 0.7], [0, 0, 0])
lgripper.set_basepose([-0.2, -0.2, 0.7], [0, 0, 0])
rgripper.set_gripper_width(0.05, force=True)
lgripper.set_gripper_width(0.05, force=True)
utils.set_point(dish, [0.0, 0.0, 0.63])
rgripper.set_gripper_width(0.0)
lgripper.set_gripper_width(0.0)
rgripper.set_state([0.0, 0.2, 0.0])
class Simulator(object):
def __init__(self):
try:
isInit
except:
isInit = True
CLIENT = pybullet.connect(pybullet.GUI)
print("client", CLIENT)
pb.setAdditionalSearchPath(
pybullet_data.getDataPath()) #used by loadURDF
plane = pybullet.loadURDF("plane.urdf")
print("plane ID", plane)
#pb.configureDebugVisualizer(pybullet.COV_ENABLE_GUI, 0, physicsClientId=CLIENT)
#pb.configureDebugVisualizer(pybullet.COV_ENABLE_TINY_RENDERER, 0, physicsClientId=CLIENT)
pb.setGravity(0, 0, -10.0)
self.table = pb.loadURDF("table/table.urdf")
print("table ID", self.table)
self.plate = pb.loadURDF("dish/plate.urdf")
print("plate ID", self.plate)
self.rgripper = RGripper()
self.lgripper = LGripper()
#self.robot_model = skrobot.models.urdf.RobotModelFromURDF(urdf_file=skrobot.data.pr2_urdfpath())
self.robot_model = PR2()
interface = PybulletRobotInterface(self.robot_model)
self.try_num = 100 #Simulator loop times
self.frames = [] #Movie buffer
pb.resetDebugVisualizerCamera(2.0, 90, -0.0, (0.0, 0.0, 1.0))
# For pybullet getCameraImage argument
self.viewMatrix = pb.computeViewMatrix(cameraEyePosition=[5, 5, 30],
cameraTargetPosition=[3, 3, 3],
cameraUpVector=[3, 1, 3])
self.projectionMatrix = pb.computeProjectionMatrixFOV(fov=45.0,
aspect=1.0,
nearVal=0.1,
farVal=3.1)
def reset(self):
table_pos = np.array([0.0, 0.0, 0.0])
utils.set_point(self.table, table_pos)
utils.set_zrot(self.table, pi * 0.5)
plate_x = np.random.rand() - 0.5
plate_y = np.random.rand() - 0.5
utils.set_point(self.plate, [plate_x, plate_y, 0.63])
plate_pos = utils.get_point(
self.plate) #Get target obj center position
self.rgripper.set_basepose(
np.array([0, 0.25, 0.78]) +
np.array([plate_pos[0], plate_pos[1], 0]), [-1.54, 0.5, -1.57])
self.rgripper.set_state([0, 0, 0])
self.rgripper.set_angle(self.rgripper.gripper, 0)
self.lgripper.set_basepose(
np.array([0, -0.24, 0.78]) +
np.array([plate_pos[0], plate_pos[1], 0]), [1.54, 0.65, 1.57])
self.lgripper.set_state([0, 0, 0])
self.lgripper.set_angle(self.lgripper.gripper, 0)
self.rgripper.set_gripper_width(0.5, force=True)
self.lgripper.set_gripper_width(0.5, force=True)
"""
Initialize robot state
"""
#self.robot_model =
"""
Currently,
If plate is on the right side, grasping tactics is rotational grasping.
If plate is on the left side, grasping tactics is pushing and grasping.
"""
if (plate_pos[1] < 0):
tactics = 0
else:
tactics = 1
for i in range(100):
pb.stepSimulation()
return tactics
def rollout(self):
try:
for try_count in six.moves.range(self.try_num):
tactics = self.reset()
# Get target obj state
plate_pos = utils.get_point(
self.plate) #Get target obj center position
if tactics:
print("Rotational Grasping!!!")
# Approaching and close right gripper
pitch = np.random.rand() * pi / 8 + pi / 8
self.rgripper.set_state([-0.3, 0.5, 0]) #Success position
self.lgripper.set_state([-0.2, 0.1, 0]) #Success position
for i in range(40):
pb.stepSimulation()
if len(pb.getContactPoints(
bodyA=1,
bodyB=3)): #Contact Rgripper and table
self.rgripper.set_state([0.3 - i, 0.5 + i,
0]) #rgripper up
else:
self.rgripper.set_state([0.3 + i, 0.5 + i,
0]) #rgripper down
width, height, rgbImg, depthImg, segImg = pb.getCameraImage(
360, 240, viewMatrix=self.viewMatrix)
self.frames.append(rgbImg)
if len(pb.getContactPoints(
bodyA=2,
bodyB=3)): #Contact Rgripper and plate
self.rgripper.set_pose([-1.54, pitch,
-1.57]) #Random Scooping
#self.rgripper.set_pose([-1.54, 0.8, -1.57]) #Success Scooping
self.rgripper.set_gripper_width(
0.0) #Close gripper
else:
print("Moving Grasping!!!")
pitch = np.random.rand() * pi / 8 + pi / 8
self.rgripper.set_state([-0.3, 0.5, 0]) #Success position
self.lgripper.set_state([-0.2, 0.1, 0]) #Success position
for i in range(100):
pb.stepSimulation()
plate_pos = utils.get_point(
self.plate) #Get target obj center position
if plate_pos[1] > -0.5:
if len(pb.getContactPoints(
bodyA=1,
bodyB=3)): #Contact Rgripper and table
self.rgripper.set_state(
[0.3 - i * 0.05, 0.5 + i * 0.05,
0]) #rgripper up
self.lgripper.set_state(
[-0.2 - i * 0.01, 0.1 - i * 0.02,
0]) #lgripper up
else:
self.rgripper.set_state(
[0.3 + i * 0.05, 0.5 + i * 0.05,
0]) #rgripper down
self.lgripper.set_state(
[-0.2 + i * 0.01, 0.1 - i * 0.02,
0]) #lgripper down
elif (len(pb.getContactPoints(
bodyA=2,
bodyB=4))): #Contact Rgripper and plate
self.lgripper.set_gripper_width(
0.0) #close gripper
self.lgripper.set_state(
[-0.2 + i * 0.01, 0.1 + i * 0.02,
0]) #lgripper move left
self.rgripper.set_state(
[-i * 0.01, -0.6 - i * 0.03,
0]) #rgripper move right
width, height, rgbImg, depthImg, segImg = pb.getCameraImage(
360, 240, viewMatrix=self.viewMatrix)
self.frames.append(rgbImg)
# Picking up
self.rgripper.set_state([0.0, -0.5, 0.0])
self.lgripper.set_state([0.0, -0.5, 0.0])
contact_len = 0 #If gripper contact plate, contact_len increase
for i in range(50):
pb.stepSimulation()
width, height, rgbImg, depthImg, segImg = pb.getCameraImage(
width=360, height=240, viewMatrix=self.viewMatrix)
self.frames.append(rgbImg)
#time.sleep(0.005)
contact_len += len(pb.getContactPoints(
bodyA=1, bodyB=2)) #Judge if plate and table collision
contact_len += len(pb.getContactPoints(
bodyA=0, bodyB=2)) #Judge if plate and table collision
if contact_len > 1: #Judge if gripper contact plate
print("Failed!!!")
else:
print("Succeeded!!!")
save_video(self.frames, "sample.mp4")
except KeyboardInterrupt:
sys.exit()
isInit
except:
isInit = True
CLIENT = pybullet.connect(pybullet.GUI)
pb.setAdditionalSearchPath(pybullet_data.getDataPath()) #used by loadURDF
plane = pybullet.loadURDF("plane.urdf")
pb.configureDebugVisualizer(pybullet.COV_ENABLE_GUI,
0,
physicsClientId=CLIENT)
pb.configureDebugVisualizer(pybullet.COV_ENABLE_TINY_RENDERER,
0,
physicsClientId=CLIENT)
pb.setGravity(0, 0, -10.0)
table = pb.loadURDF("table/table.urdf", physicsClientId=CLIENT)
plate = pb.loadURDF("dish/plate.urdf", physicsClientId=CLIENT)
rgripper = RGripper()
lgripper = LGripper()
table_pos = np.array([0.0, 0.0, 0.0])
utils.set_point(table, table_pos)
utils.set_zrot(table, pi * 0.5)
utils.set_point(plate, [0.0, 0.0, 0.63])
rgripper.set_basepose([0, 0.25, 0.78], [-1.54, 0.6, -1.57])
lgripper.set_basepose([0, -0.23, 0.77], [1.54, 0.65, 1.57])
rgripper.set_gripper_width(0.5, force=True)
lgripper.set_gripper_width(0.5, force=True)
time.sleep(7)
rgripper.set_gripper_width(0.0)
rgripper.set_state([-0.2, 0.5, 0.0])