from dm_control import mujoco from dm_control.rl import control from aloha.constants import ASSETS_DIR, DT from aloha.tasks.sim import InsertionTask, TransferCubeTask from aloha.tasks.sim_end_effector import ( InsertionEndEffectorTask, TransferCubeEndEffectorTask, ) def make_env_task(task_name): # time limit is controlled by StepCounter in env factory time_limit = float("inf") if "sim_transfer_cube" in task_name: xml_path = ASSETS_DIR / "bimanual_viperx_transfer_cube.xml" physics = mujoco.Physics.from_xml_path(str(xml_path)) task = TransferCubeTask(random=False) elif "sim_insertion" in task_name: xml_path = ASSETS_DIR / "bimanual_viperx_insertion.xml" physics = mujoco.Physics.from_xml_path(str(xml_path)) task = InsertionTask(random=False) elif "sim_end_effector_transfer_cube" in task_name: raise NotImplementedError() xml_path = ASSETS_DIR / "bimanual_viperx_end_effector_transfer_cube.xml" physics = mujoco.Physics.from_xml_path(str(xml_path)) task = TransferCubeEndEffectorTask(random=False) elif "sim_end_effector_insertion" in task_name: raise NotImplementedError() xml_path = ASSETS_DIR / "bimanual_viperx_end_effector_insertion.xml" physics = mujoco.Physics.from_xml_path(str(xml_path)) task = InsertionEndEffectorTask(random=False) else: raise NotImplementedError(task_name) env = control.Environment( physics, task, time_limit, control_timestep=DT, n_sub_steps=None, flat_observation=False ) return env