from typing import Iterable, Type, Union, Optional from copy import deepcopy from ..envs.registry import register from . import goal_object_change_mp_wrapper, goal_change_mp_wrapper, goal_endeffector_change_mp_wrapper, \ object_change_mp_wrapper try: import metaworld except ModuleNotFoundError: print('[FANCY GYM] Metaworld not avaible.') else: # Will only get executed, if import succeeds from . import metaworld_adapter metaworld_adapter.register_all_ML1() ALL_METAWORLD_MOVEMENT_PRIMITIVE_ENVIRONMENTS = {"DMP": [], "ProMP": [], "ProDMP": []} # MetaWorld _goal_change_envs = ["assembly-v2", "pick-out-of-hole-v2", "plate-slide-v2", "plate-slide-back-v2", "plate-slide-side-v2", "plate-slide-back-side-v2"] for _task in _goal_change_envs: register( id=f'metaworld/{_task}', register_step_based=False, mp_wrapper=goal_change_mp_wrapper.MPWrapper, add_mp_types=['ProMP', 'ProDMP'], ) _object_change_envs = ["bin-picking-v2", "hammer-v2", "sweep-into-v2"] for _task in _object_change_envs: register( id=f'metaworld/{_task}', register_step_based=False, mp_wrapper=object_change_mp_wrapper.MPWrapper, add_mp_types=['ProMP', 'ProDMP'], ) _goal_and_object_change_envs = ["box-close-v2", "button-press-v2", "button-press-wall-v2", "button-press-topdown-v2", "button-press-topdown-wall-v2", "coffee-button-v2", "coffee-pull-v2", "coffee-push-v2", "dial-turn-v2", "disassemble-v2", "door-close-v2", "door-lock-v2", "door-open-v2", "door-unlock-v2", "hand-insert-v2", "drawer-close-v2", "drawer-open-v2", "faucet-open-v2", "faucet-close-v2", "handle-press-side-v2", "handle-press-v2", "handle-pull-side-v2", "handle-pull-v2", "lever-pull-v2", "peg-insert-side-v2", "pick-place-wall-v2", "reach-v2", "push-back-v2", "push-v2", "pick-place-v2", "peg-unplug-side-v2", "soccer-v2", "stick-push-v2", "stick-pull-v2", "push-wall-v2", "reach-wall-v2", "shelf-place-v2", "sweep-v2", "window-open-v2", "window-close-v2" ] for _task in _goal_and_object_change_envs: register( id=f'metaworld/{_task}', register_step_based=False, mp_wrapper=goal_object_change_mp_wrapper.MPWrapper, add_mp_types=['ProMP', 'ProDMP'], ) _goal_and_endeffector_change_envs = ["basketball-v2"] for _task in _goal_and_endeffector_change_envs: register( id=f'metaworld/{_task}', register_step_based=False, mp_wrapper=goal_endeffector_change_mp_wrapper.MPWrapper, add_mp_types=['ProMP', 'ProDMP'], )