Mujoco envs: Follow new spec for render_mode
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@ -101,6 +101,7 @@ class AntJumpEnv(AntEnvCustomXML):
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contact_force_range=(-1.0, 1.0),
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reset_noise_scale=0.1,
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exclude_current_positions_from_observation=True,
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**kwargs
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):
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self.current_step = 0
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self.max_height = 0
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@ -113,7 +114,7 @@ class AntJumpEnv(AntEnvCustomXML):
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healthy_z_range=healthy_z_range,
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contact_force_range=contact_force_range,
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reset_noise_scale=reset_noise_scale,
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exclude_current_positions_from_observation=exclude_current_positions_from_observation)
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exclude_current_positions_from_observation=exclude_current_positions_from_observation, **kwargs)
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def step(self, action):
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self.current_step += 1
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@ -36,7 +36,7 @@ class BoxPushingEnvBase(MujocoEnv, utils.EzPickle):
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"render_fps": 50
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}
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def __init__(self, frame_skip: int = 10, random_init: bool = False):
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def __init__(self, frame_skip: int = 10, random_init: bool = False, **kwargs):
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utils.EzPickle.__init__(**locals())
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self._steps = 0
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self.init_qpos_box_pushing = np.array([0., 0., 0., -1.5, 0., 1.5, 0., 0., 0., 0.6, 0.45, 0.0, 1., 0., 0., 0.])
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@ -58,7 +58,7 @@ class BoxPushingEnvBase(MujocoEnv, utils.EzPickle):
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MujocoEnv.__init__(self,
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model_path=os.path.join(os.path.dirname(__file__), "assets", "box_pushing.xml"),
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frame_skip=self.frame_skip,
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observation_space=self.observation_space)
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observation_space=self.observation_space, **kwargs)
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self.action_space = spaces.Box(low=-1, high=1, shape=(7,))
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def step(self, action):
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@ -305,8 +305,8 @@ class BoxPushingEnvBase(MujocoEnv, utils.EzPickle):
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class BoxPushingDense(BoxPushingEnvBase):
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def __init__(self, frame_skip: int = 10, random_init: bool = False):
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super(BoxPushingDense, self).__init__(frame_skip=frame_skip, random_init=random_init)
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def __init__(self, **kwargs):
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super(BoxPushingDense, self).__init__(**kwargs)
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def _get_reward(self, episode_end, box_pos, box_quat, target_pos, target_quat,
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rod_tip_pos, rod_quat, qpos, qvel, action):
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joint_penalty = self._joint_limit_violate_penalty(qpos,
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@ -329,8 +329,8 @@ class BoxPushingDense(BoxPushingEnvBase):
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class BoxPushingTemporalSparse(BoxPushingEnvBase):
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def __init__(self, frame_skip: int = 10, random_init: bool = False):
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super(BoxPushingTemporalSparse, self).__init__(frame_skip=frame_skip, random_init=random_init)
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def __init__(self, **kwargs):
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super(BoxPushingTemporalSparse, self).__init__(**kwargs)
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def _get_reward(self, episode_end, box_pos, box_quat, target_pos, target_quat,
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rod_tip_pos, rod_quat, qpos, qvel, action):
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@ -361,8 +361,8 @@ class BoxPushingTemporalSparse(BoxPushingEnvBase):
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class BoxPushingTemporalSpatialSparse(BoxPushingEnvBase):
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def __init__(self, frame_skip: int = 10, random_init: bool = False):
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super(BoxPushingTemporalSpatialSparse, self).__init__(frame_skip=frame_skip, random_init=random_init)
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def __init__(self, **kwargs):
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super(BoxPushingTemporalSpatialSparse, self).__init__(**kwargs)
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def _get_reward(self, episode_end, box_pos, box_quat, target_pos, target_quat,
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rod_tip_pos, rod_quat, qpos, qvel, action):
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@ -392,8 +392,8 @@ class BoxPushingTemporalSpatialSparse(BoxPushingEnvBase):
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class BoxPushingTemporalSpatialSparse2(BoxPushingEnvBase):
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def __init__(self, frame_skip: int = 10, random_init: bool = False):
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super(BoxPushingTemporalSpatialSparse2, self).__init__(frame_skip=frame_skip, random_init=random_init)
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def __init__(self, **kwargs):
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super(BoxPushingTemporalSpatialSparse2, self).__init__(**kwargs)
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def _get_reward(self, episode_end, box_pos, box_quat, target_pos, target_quat,
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rod_tip_pos, rod_quat, qpos, qvel, action):
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@ -428,8 +428,8 @@ class BoxPushingTemporalSpatialSparse2(BoxPushingEnvBase):
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class BoxPushingNoConstraintSparse(BoxPushingEnvBase):
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def __init__(self, frame_skip: int = 10, random_init: bool = False):
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super(BoxPushingNoConstraintSparse, self).__init__(frame_skip=frame_skip, random_init=random_init)
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def __init__(self, **kwargs):
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super(BoxPushingNoConstraintSparse, self).__init__(**kwargs)
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def _get_reward(self, episode_end, box_pos, box_quat, target_pos, target_quat,
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rod_tip_pos, rod_quat, qpos, qvel, action):
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@ -74,7 +74,8 @@ class HalfCheetahJumpEnv(HalfCheetahEnvCustomXML):
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reset_noise_scale=0.1,
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context=True,
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exclude_current_positions_from_observation=True,
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max_episode_steps=100):
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max_episode_steps=100,
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**kwargs):
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self.current_step = 0
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self.max_height = 0
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# self.max_episode_steps = max_episode_steps
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@ -85,7 +86,8 @@ class HalfCheetahJumpEnv(HalfCheetahEnvCustomXML):
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forward_reward_weight=forward_reward_weight,
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ctrl_cost_weight=ctrl_cost_weight,
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reset_noise_scale=reset_noise_scale,
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exclude_current_positions_from_observation=exclude_current_positions_from_observation)
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exclude_current_positions_from_observation=exclude_current_positions_from_observation,
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**kwargs)
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def step(self, action):
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@ -115,6 +115,7 @@ class HopperJumpEnv(HopperEnvCustomXML):
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reset_noise_scale=5e-3,
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exclude_current_positions_from_observation=False,
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sparse=False,
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**kwargs
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):
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self.sparse = sparse
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@ -141,7 +142,8 @@ class HopperJumpEnv(HopperEnvCustomXML):
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healthy_z_range=healthy_z_range,
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healthy_angle_range=healthy_angle_range,
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reset_noise_scale=reset_noise_scale,
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exclude_current_positions_from_observation=exclude_current_positions_from_observation)
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exclude_current_positions_from_observation=exclude_current_positions_from_observation,
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**kwargs)
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# increase initial height
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self.init_qpos[1] = 1.5
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@ -29,7 +29,8 @@ class HopperJumpOnBoxEnv(HopperEnvCustomXML):
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reset_noise_scale=5e-3,
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context=True,
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exclude_current_positions_from_observation=True,
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max_episode_steps=250):
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max_episode_steps=250,
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**kwargs):
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self.current_step = 0
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self.max_height = 0
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self.max_episode_steps = max_episode_steps
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@ -50,7 +51,8 @@ class HopperJumpOnBoxEnv(HopperEnvCustomXML):
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xml_file = os.path.join(os.path.dirname(__file__), "assets", xml_file)
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super().__init__(xml_file, forward_reward_weight, ctrl_cost_weight, healthy_reward, terminate_when_unhealthy,
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healthy_state_range, healthy_z_range, healthy_angle_range, reset_noise_scale,
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exclude_current_positions_from_observation)
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exclude_current_positions_from_observation,
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**kwargs)
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def step(self, action):
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@ -32,7 +32,8 @@ class HopperThrowEnv(HopperEnvCustomXML):
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reset_noise_scale=5e-3,
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context=True,
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exclude_current_positions_from_observation=True,
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max_episode_steps=250):
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max_episode_steps=250,
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**kwargs):
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xml_file = os.path.join(os.path.dirname(__file__), "assets", xml_file)
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self.current_step = 0
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self.max_episode_steps = max_episode_steps
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@ -57,7 +58,8 @@ class HopperThrowEnv(HopperEnvCustomXML):
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healthy_z_range=healthy_z_range,
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healthy_state_range=healthy_angle_range,
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reset_noise_scale=reset_noise_scale,
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exclude_current_positions_from_observation=exclude_current_positions_from_observation)
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exclude_current_positions_from_observation=exclude_current_positions_from_observation,
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**kwargs)
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def step(self, action):
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self.current_step += 1
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@ -36,7 +36,8 @@ class HopperThrowInBasketEnv(HopperEnvCustomXML):
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context=True,
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penalty=0.0,
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exclude_current_positions_from_observation=True,
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max_episode_steps=250):
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max_episode_steps=250,
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**kwargs):
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self.hit_basket_reward = hit_basket_reward
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self.current_step = 0
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self.max_episode_steps = max_episode_steps
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@ -65,7 +66,8 @@ class HopperThrowInBasketEnv(HopperEnvCustomXML):
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healthy_z_range=healthy_z_range,
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healthy_angle_range=healthy_angle_range,
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reset_noise_scale=reset_noise_scale,
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exclude_current_positions_from_observation=exclude_current_positions_from_observation)
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exclude_current_positions_from_observation=exclude_current_positions_from_observation,
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**kwargs)
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def step(self, action):
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@ -34,7 +34,7 @@ class TableTennisEnv(MujocoEnv, utils.EzPickle):
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def __init__(self, ctxt_dim: int = 4, frame_skip: int = 4,
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goal_switching_step: int = None,
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enable_artificial_wind: bool = False):
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enable_artificial_wind: bool = False, **kwargs):
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utils.EzPickle.__init__(**locals())
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self._steps = 0
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@ -68,7 +68,8 @@ class TableTennisEnv(MujocoEnv, utils.EzPickle):
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MujocoEnv.__init__(self,
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model_path=os.path.join(os.path.dirname(__file__), "assets", "xml", "table_tennis_env.xml"),
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frame_skip=frame_skip,
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observation_space=self.observation_space)
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observation_space=self.observation_space,
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**kwargs)
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if ctxt_dim == 2:
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self.context_bounds = CONTEXT_BOUNDS_2DIMS
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@ -97,7 +97,8 @@ class Walker2dJumpEnv(Walker2dEnvCustomXML):
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reset_noise_scale=5e-3,
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penalty=0,
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exclude_current_positions_from_observation=True,
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max_episode_steps=300):
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max_episode_steps=300,
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**kwargs):
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self.current_step = 0
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self.max_episode_steps = max_episode_steps
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self.max_height = 0
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@ -112,7 +113,8 @@ class Walker2dJumpEnv(Walker2dEnvCustomXML):
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healthy_z_range=healthy_z_range,
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healthy_angle_range=healthy_angle_range,
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reset_noise_scale=reset_noise_scale,
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exclude_current_positions_from_observation=exclude_current_positions_from_observation)
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exclude_current_positions_from_observation=exclude_current_positions_from_observation,
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**kwargs)
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def step(self, action):
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self.current_step += 1
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