Files
Gymnasium/gym/envs/__init__.py
2016-05-19 20:39:45 -07:00

305 lines
6.7 KiB
Python

from gym.envs.registration import registry, register, make, spec
# Algorithmic
# ----------------------------------------
register(
id='Copy-v0',
entry_point='gym.envs.algorithmic:CopyEnv',
timestep_limit=200,
reward_threshold=25.0,
)
register(
id='RepeatCopy-v0',
entry_point='gym.envs.algorithmic:RepeatCopyEnv',
timestep_limit=200,
reward_threshold=75.0,
)
register(
id='ReversedAddition-v0',
entry_point='gym.envs.algorithmic:ReversedAdditionEnv',
kwargs={'rows' : 2},
timestep_limit=200,
reward_threshold=25.0,
)
register(
id='ReversedAddition3-v0',
entry_point='gym.envs.algorithmic:ReversedAdditionEnv',
kwargs={'rows' : 3},
timestep_limit=200,
reward_threshold=25.0,
)
register(
id='DuplicatedInput-v0',
entry_point='gym.envs.algorithmic:DuplicatedInputEnv',
timestep_limit=200,
reward_threshold=9.0,
)
register(
id='Reverse-v0',
entry_point='gym.envs.algorithmic:ReverseEnv',
timestep_limit=200,
reward_threshold=25.0,
)
# Classic
# ----------------------------------------
register(
id='CartPole-v0',
entry_point='gym.envs.classic_control:CartPoleEnv',
timestep_limit=200,
reward_threshold=195,
)
register(
id='MountainCar-v0',
entry_point='gym.envs.classic_control:MountainCarEnv',
timestep_limit=200,
)
register(
id='Pendulum-v0',
entry_point='gym.envs.classic_control:PendulumEnv',
timestep_limit=200,
)
register(
id='Acrobot-v0',
entry_point='gym.envs.classic_control:AcrobotEnv',
timestep_limit=200,
reward_threshold=-100
)
# Box2d
# ----------------------------------------
register(
id='LunarLander-v1',
entry_point='gym.envs.box2d:LunarLander',
timestep_limit=1000,
reward_threshold=200,
)
register(
id='BipedalWalker-v1',
entry_point='gym.envs.box2d:BipedalWalker',
timestep_limit=1600,
reward_threshold=300,
)
register(
id='BipedalWalkerHardcore-v1',
entry_point='gym.envs.box2d:BipedalWalkerHardcore',
timestep_limit=2000,
reward_threshold=300,
)
# Toy Text
# ----------------------------------------
register(
id='Blackjack-v0',
entry_point='gym.envs.toy_text:BlackjackEnv',
)
register(
id='FrozenLake-v0',
entry_point='gym.envs.toy_text:FrozenLakeEnv',
kwargs={'map_name' : '4x4'},
timestep_limit=100,
)
register(
id='FrozenLake8x8-v0',
entry_point='gym.envs.toy_text:FrozenLakeEnv',
kwargs={'map_name' : '8x8'},
timestep_limit=200,
)
register(
id='NChain-v0',
entry_point='gym.envs.toy_text:NChainEnv',
timestep_limit=1000,
)
register(
id='Roulette-v0',
entry_point='gym.envs.toy_text:RouletteEnv',
timestep_limit=100,
)
register(
id='Taxi-v1',
entry_point='gym.envs.toy_text.taxi:TaxiEnv',
timestep_limit=200,
)
# Mujoco
# ----------------------------------------
# 2D
register(
id='Reacher-v1',
entry_point='gym.envs.mujoco:ReacherEnv',
timestep_limit=50
)
register(
id='InvertedPendulum-v1',
entry_point='gym.envs.mujoco:InvertedPendulumEnv',
)
register(
id='InvertedDoublePendulum-v1',
entry_point='gym.envs.mujoco:InvertedDoublePendulumEnv',
)
register(
id='HalfCheetah-v1',
entry_point='gym.envs.mujoco:HalfCheetahEnv',
)
register(
id='Hopper-v1',
entry_point='gym.envs.mujoco:HopperEnv',
)
register(
id='Swimmer-v1',
entry_point='gym.envs.mujoco:SwimmerEnv',
)
register(
id='Walker2d-v1',
entry_point='gym.envs.mujoco:Walker2dEnv',
)
register(
id='Ant-v1',
entry_point='gym.envs.mujoco:AntEnv',
)
register(
id='Humanoid-v1',
entry_point='gym.envs.mujoco:HumanoidEnv',
)
# Atari
# ----------------------------------------
# # print ', '.join(["'{}'".format(name.split('.')[0]) for name in atari_py.list_games()])
for game in ['air_raid', 'alien', 'amidar', 'assault', 'asterix', 'asteroids', 'atlantis',
'bank_heist', 'battle_zone', 'beam_rider', 'berzerk', 'bowling', 'boxing', 'breakout', 'carnival',
'centipede', 'chopper_command', 'crazy_climber', 'demon_attack', 'double_dunk',
'elevator_action', 'enduro', 'fishing_derby', 'freeway', 'frostbite', 'gopher', 'gravitar',
'ice_hockey', 'jamesbond', 'journey_escape', 'kangaroo', 'krull', 'kung_fu_master',
'montezuma_revenge', 'ms_pacman', 'name_this_game', 'phoenix', 'pitfall', 'pong', 'pooyan',
'private_eye', 'qbert', 'riverraid', 'road_runner', 'robotank', 'seaquest', 'skiing',
'solaris', 'space_invaders', 'star_gunner', 'tennis', 'time_pilot', 'tutankham', 'up_n_down',
'venture', 'video_pinball', 'wizard_of_wor', 'yars_revenge', 'zaxxon']:
for obs_type in ['image', 'ram']:
# space_invaders should yield SpaceInvaders-v0 and SpaceInvaders-ram-v0
name = ''.join([g.capitalize() for g in game.split('_')])
if obs_type == 'ram':
name = '{}-ram'.format(name)
register(
id='{}-v0'.format(name),
entry_point='gym.envs.atari:AtariEnv',
kwargs={'game': game, 'obs_type': obs_type},
timestep_limit=10000,
)
# Board games
# ----------------------------------------
register(
id='Go9x9-v0',
entry_point='gym.envs.board_game:GoEnv',
kwargs={
'player_color': 'black',
'opponent': 'pachi:uct:_2400',
'observation_type': 'image3c',
'illegal_move_mode': 'lose',
'board_size': 9,
},
)
register(
id='Go19x19-v0',
entry_point='gym.envs.board_game:GoEnv',
kwargs={
'player_color': 'black',
'opponent': 'pachi:uct:_2400',
'observation_type': 'image3c',
'illegal_move_mode': 'lose',
'board_size': 19,
},
)
register(
id='Hex9x9-v0',
entry_point='gym.envs.board_game:HexEnv',
kwargs={
'player_color': 'black',
'opponent': 'random',
'observation_type': 'numpy3c',
'illegal_move_mode': 'lose',
'board_size': 9,
},
)
# Doom
# ----------------------------------------
register(
id='DoomBasic-v0',
entry_point='gym.envs.doom:DoomBasicEnv',
)
register(
id='DoomCorridor-v0',
entry_point='gym.envs.doom:DoomCorridorEnv',
)
register(
id='DoomDefendCenter-v0',
entry_point='gym.envs.doom:DoomDefendCenterEnv',
)
register(
id='DoomDefendLine-v0',
entry_point='gym.envs.doom:DoomDefendLineEnv',
)
register(
id='DoomHealthGathering-v0',
entry_point='gym.envs.doom:DoomHealthGatheringEnv',
)
register(
id='DoomMyWayHome-v0',
entry_point='gym.envs.doom:DoomMyWayHomeEnv',
)
register(
id='DoomPredictPosition-v0',
entry_point='gym.envs.doom:DoomPredictPositionEnv',
)
register(
id='DoomTakeCover-v0',
entry_point='gym.envs.doom:DoomTakeCoverEnv',
)
register(
id='DoomDeathmatch-v0',
entry_point='gym.envs.doom:DoomDeathmatchEnv',
)