from __future__ import annotations from gymnasium.envs.registration import register from minigrid import minigrid_env, wrappers from minigrid.core import roomgrid from minigrid.core.world_object import Wall __version__ = "2.3.0" try: import sys from farama_notifications import notifications if "minigrid" in notifications and __version__ in notifications["minigrid"]: print(notifications["minigrid"][__version__], file=sys.stderr) except Exception: # nosec pass def register_minigrid_envs(): # Playground # ---------------------------------------- register( id="MiniGrid-Playground-v0", entry_point="minigrid.envs:Playground", kwargs={}, ) # BlockedUnlockPickup # ---------------------------------------- register( id="MiniGrid-BlockedUnlockPickup-v0", entry_point="minigrid.envs:BlockedUnlockPickupEnv", ) # LavaCrossing # ---------------------------------------- register( id="MiniGrid-LavaCrossingS9N1-v0", entry_point="minigrid.envs:CrossingEnv", kwargs={"size": 9, "num_crossings": 1}, ) register( id="MiniGrid-LavaCrossingS9N2-v0", entry_point="minigrid.envs:CrossingEnv", kwargs={"size": 9, "num_crossings": 2}, ) register( id="MiniGrid-LavaCrossingS9N3-v0", entry_point="minigrid.envs:CrossingEnv", kwargs={"size": 9, "num_crossings": 3}, ) register( id="MiniGrid-LavaCrossingS11N5-v0", entry_point="minigrid.envs:CrossingEnv", kwargs={"size": 11, "num_crossings": 5}, ) # LavaSlippery # ---------------------------------------- register( id="MiniGrid-LavaSlipperyS12-v0", entry_point="minigrid.envs:LavaSlipperyEnv1", kwargs={"size": 12}, ) register( id="MiniGrid-LavaSlipperyCliff-16x13-v0", entry_point="minigrid.envs:LavaSlipperyCliff", kwargs={"height": 13, "width": 16}, ) register( id="MiniGrid-LavaSlipperyCliff-16x13-Slip50-v0", entry_point="minigrid.envs:LavaSlipperyCliff", kwargs={"height": 13, "width": 16, "probability_intended": 0.5, "probability_turn_intended": 0.5}, ) register( id="MiniGrid-LavaSlipperyCliff-16x13-Slip50-Time-v0", entry_point="minigrid.envs:LavaSlipperyCliff", kwargs={"height": 13, "width": 16, "probability_intended": 0.5, "probability_turn_intended": 0.5, "per_step_penalty": 0.01}, ) register( id="MiniGrid-LavaSlipperyCliff-16x13-Slip80-Time-v0", entry_point="minigrid.envs:LavaSlipperyCliff", kwargs={"height": 13, "width": 16, "probability_intended": 0.2, "probability_turn_intended": 0.2, "per_step_penalty": 0.01}, ) register( id="MiniGrid-LavaSlipperyCliff-16x13-Slip10-Time-v0", entry_point="minigrid.envs:LavaSlipperyCliff", kwargs={"height": 13, "width": 16, "probability_intended": 0.9, "probability_turn_intended": 0.9, "per_step_penalty": 0.01}, ) register( id="MiniGrid-LavaSlipperyCliff-16x13-Dense-v0", entry_point="minigrid.envs:LavaSlipperyCliff", kwargs={"height": 13, "width": 16, "dense_rewards": True}, ) register( id="MiniGrid-LavaSlipperyCliff-16x13-Dense-Slip50-v0", entry_point="minigrid.envs:LavaSlipperyCliff", kwargs={"height": 13, "width": 16, "dense_rewards": True, "probability_intended": 0.5, "probability_turn_intended": 0.5}, ) register( id="MiniGrid-LavaSlipperyHill-16x13-Slip10-v0", entry_point="minigrid.envs:LavaSlipperyHill", kwargs={"height": 13, "width": 16, "probability_intended": 0.9, "probability_turn_intended": 0.9}, ) register( id="MiniGrid-LavaSlipperyHill-16x13-Slip50-v0", entry_point="minigrid.envs:LavaSlipperyHill", kwargs={"height": 13, "width": 16, "probability_intended": 0.5, "probability_turn_intended": 0.5}, ) register( id="MiniGrid-LavaSlipperyHill-16x13-Slip50-Time-v0", entry_point="minigrid.envs:LavaSlipperyHill", kwargs={"height": 13, "width": 16, "probability_intended": 0.5, "probability_turn_intended": 0.5, "per_step_penalty": 0.01}, ) register( id="MiniGrid-LavaSlipperyHill-16x13-Slip80-Time-v0", entry_point="minigrid.envs:LavaSlipperyHill", kwargs={"height": 13, "width": 16, "probability_intended": 0.2, "probability_turn_intended": 0.2, "per_step_penalty": 0.01}, ) register( id="MiniGrid-LavaSlipperyHill-16x13-Slip10-Time-v0", entry_point="minigrid.envs:LavaSlipperyHill", kwargs={"height": 13, "width": 16, "probability_intended": 0.9, "probability_turn_intended": 0.9, "per_step_penalty": 0.01}, ) register( id="MiniGrid-LavaSlipperyMazeS20-v0", entry_point="minigrid.envs:LavaSlipperyMaze", kwargs={"width": 20, "height": 20}, ) register( id="MiniGrid-LavaSlipperyMazeS20-Slip90-v0", entry_point="minigrid.envs:LavaSlipperyMaze", kwargs={"width": 20, "height": 20, "probability_intended": 0.1, "probability_turn_intended": 0.1}, ) register( id="MiniGrid-LavaSlipperyMazeS20-Slip90-Dense-v0", entry_point="minigrid.envs:LavaSlipperyMaze", kwargs={"width": 20, "height": 20, "probability_intended": 0.1, "probability_turn_intended": 0.1, "dense_rewards": True}, ) # LavaFaulty register( id="MiniGrid-LavaFaultyS15-5-v0", entry_point="minigrid.envs:LavaFaultyEnv", kwargs={"size": 15, "fault_probability": 0.05}, ) register( id="MiniGrid-LavaFaultyS15-1-v0", entry_point="minigrid.envs:LavaFaultyEnv", kwargs={"size": 15, "fault_probability": 0.01}, ) register( id="MiniGrid-LavaFaultyS15-5-Time-v0", entry_point="minigrid.envs:LavaFaultyEnv", kwargs={"size": 15, "fault_probability": 0.05, "per_step_penalty": 0.01}, ) register( id="MiniGrid-LavaFaultyS15-1-Time-v0", entry_point="minigrid.envs:LavaFaultyEnv", kwargs={"size": 15, "fault_probability": 0.01, "per_step_penalty": 0.01}, ) register( id="MiniGrid-LavaFaultyS10-5-v0", entry_point="minigrid.envs:LavaFaultyEnv", kwargs={"size": 10, "fault_probability": 0.05}, ) register( id="MiniGrid-LavaFaultyS8-1-v0", entry_point="minigrid.envs:LavaFaultyEnv", kwargs={"size": 8, "fault_probability": 0.01}, ) register( id="MiniGrid-LavaFaultyS8-30-v0", entry_point="minigrid.envs:LavaFaultyEnv", kwargs={"size": 8, "fault_probability": 0.3}, ) # WindyCity # ---------------------------------------- register( id="MiniGrid-WindyCity-v0", entry_point="minigrid.envs:WindyCityEnv", kwargs={}, ) register( id="MiniGrid-WindyCity2-v0", entry_point="minigrid.envs:WindyCity2Env", kwargs={'probability_intended': 0.95, 'probability_turn_intended': 0.95, "per_step_penalty": 0.01}, ) register( id="MiniGrid-WindyCity2Det-v0", entry_point="minigrid.envs:WindyCity2Env", kwargs={'probability_intended': 0.95, 'probability_turn_intended': 0.95, 'two_player_winning_region_start': True}, ) #register( # id="MiniGrid-WindyCity-Adv-v0", # entry_point="minigrid.envs:WindyCityAdvEnv", # kwargs={'probability_intended': 0.95, 'probability_turn_intended': 0.95}, #) register( id="MiniGrid-WindyCity-Adv-v0", entry_point="minigrid.envs:WindyCitySmallAdv", kwargs={'probability_intended': 1.00, 'probability_turn_intended': 1.00, "per_step_penalty": 0.02}, ) # DoubleDoors # ---------------------------------------- register( id = "MiniGrid-DoubleDoor-12x12-v0", entry_point="minigrid.envs:DoubleDoorEnv", kwargs={"width": 12, "height": 12} ) register( id = "MiniGrid-DoubleDoor-16x16-v0", entry_point="minigrid.envs:DoubleDoorEnv", kwargs={"width": 16, "height": 16} ) register( id = "MiniGrid-DoubleDoor-10x8-v0", entry_point="minigrid.envs:DoubleDoorEnv", kwargs={"width": 10, "height": 8} ) # SingleDoors # ---------------------------------------- register( id = "MiniGrid-SingleDoor-7x6-v0", entry_point="minigrid.envs:SingleDoorEnv", kwargs={"width": 7, "height": 6} ) # AdversarySimple # ---------------------------------------- register( id = "MiniGrid-Adv-8x8-v0", entry_point="minigrid.envs:AdversarySimple", kwargs={"width": 8, "height": 8} ) register( id = "MiniGrid-Adv-10x10-v0", entry_point="minigrid.envs:AdversarySimple", kwargs={"width": 10, "height": 10} ) register( id = "MiniGrid-Adv-15x15-v0", entry_point="minigrid.envs:AdversarySimple", kwargs={"width": 15, "height": 15} ) # OscillatingAdversaries # ---------------------------------------- register( id = "MiniGrid-OscAdv-8x8-v0", entry_point="minigrid.envs:OscillatingAdversaries", kwargs={"width": 8, "height": 8} ) # AdversaryDoorPickup # ---------------------------------------- register( id = "MiniGrid-AdvDoorPickup-v0", entry_point="minigrid.envs:AdversaryDoorPickup", kwargs={} ) register( id = "MiniGrid-AdvDoorPickup-Dense-v0", entry_point="minigrid.envs:AdversaryDoorPickup", kwargs={"dense_reward": True} ) # AdversaryDebug # ---------------------------------------- register( id = "MiniGrid-AdvDebug-4x4-v0", entry_point="minigrid.envs:AdversaryDebug", kwargs={"width": 4, "height": 4} ) register( id = "MiniGrid-AdvDebug-5x5-v0", entry_point="minigrid.envs:AdversaryDebug", kwargs={"width": 5, "height": 5} ) register( id = "MiniGrid-AdvDebug-8x8-v0", entry_point="minigrid.envs:AdversaryDebug", kwargs={"width": 8, "height": 8} ) register( id = "MiniGrid-AdvDebugNoWalls-8x8-v0", entry_point="minigrid.envs:AdversaryDebug", kwargs={"width": 8, "height": 8, "generate_wall": False} ) register( id = "MiniGrid-AdvDebugLava-8x8-v0", entry_point="minigrid.envs:AdversaryDebug", kwargs={"width": 8, "height": 8, "generate_wall": False, "generate_lava": True} ) register( id = "MiniGrid-AdvDebugSlippery-8x8-v0", entry_point="minigrid.envs:AdversaryDebug", kwargs={"width": 8, "height": 8, "generate_wall": False, "generate_lava": False, "generate_slippery": True} ) # SimpleCrossing # ---------------------------------------- register( id="MiniGrid-SimpleCrossingS9N1-v0", entry_point="minigrid.envs:CrossingEnv", kwargs={"size": 9, "num_crossings": 1, "obstacle_type": Wall}, ) register( id="MiniGrid-SimpleCrossingS9N2-v0", entry_point="minigrid.envs:CrossingEnv", kwargs={"size": 9, "num_crossings": 2, "obstacle_type": Wall}, ) register( id="MiniGrid-SimpleCrossingS9N3-v0", entry_point="minigrid.envs:CrossingEnv", kwargs={"size": 9, "num_crossings": 3, "obstacle_type": Wall}, ) register( id="MiniGrid-SimpleCrossingS11N5-v0", entry_point="minigrid.envs:CrossingEnv", kwargs={"size": 11, "num_crossings": 5, "obstacle_type": Wall}, ) # DistShift # ---------------------------------------- register( id="MiniGrid-DistShift1-v0", entry_point="minigrid.envs:DistShiftEnv", kwargs={"strip2_row": 2}, ) register( id="MiniGrid-DistShift2-v0", entry_point="minigrid.envs:DistShiftEnv", kwargs={"strip2_row": 5}, ) # DoorKey # ---------------------------------------- register( id="MiniGrid-DoorKey-5x5-v0", entry_point="minigrid.envs:DoorKeyEnv", kwargs={"size": 5}, ) register( id="MiniGrid-DoorKey-6x6-v0", entry_point="minigrid.envs:DoorKeyEnv", kwargs={"size": 6}, ) register( id="MiniGrid-DoorKey-8x8-v0", entry_point="minigrid.envs:DoorKeyEnv", kwargs={"size": 8}, ) register( id="MiniGrid-DoorKey-16x16-v0", entry_point="minigrid.envs:DoorKeyEnv", kwargs={"size": 16}, ) # Dynamic-Obstacles # ---------------------------------------- register( id="MiniGrid-Dynamic-Obstacles-5x5-v0", entry_point="minigrid.envs:DynamicObstaclesEnv", kwargs={"size": 5, "n_obstacles": 2}, ) register( id="MiniGrid-Dynamic-Obstacles-Random-5x5-v0", entry_point="minigrid.envs:DynamicObstaclesEnv", kwargs={"size": 5, "agent_start_pos": None, "n_obstacles": 2}, ) register( id="MiniGrid-Dynamic-Obstacles-6x6-v0", entry_point="minigrid.envs:DynamicObstaclesEnv", kwargs={"size": 6, "n_obstacles": 3}, ) register( id="MiniGrid-Dynamic-Obstacles-Random-6x6-v0", entry_point="minigrid.envs:DynamicObstaclesEnv", kwargs={"size": 6, "agent_start_pos": None, "n_obstacles": 3}, ) register( id="MiniGrid-Dynamic-Obstacles-8x8-v0", entry_point="minigrid.envs:DynamicObstaclesEnv", ) register( id="MiniGrid-Dynamic-Obstacles-16x16-v0", entry_point="minigrid.envs:DynamicObstaclesEnv", kwargs={"size": 16, "n_obstacles": 8}, ) # Empty # ---------------------------------------- register( id="MiniGrid-Empty-5x5-v0", entry_point="minigrid.envs:EmptyEnv", kwargs={"size": 5}, ) register( id="MiniGrid-Empty-Random-5x5-v0", entry_point="minigrid.envs:EmptyEnv", kwargs={"size": 5, "agent_start_pos": None}, ) register( id="MiniGrid-Empty-6x6-v0", entry_point="minigrid.envs:EmptyEnv", kwargs={"size": 6}, ) register( id="MiniGrid-Empty-Random-6x6-v0", entry_point="minigrid.envs:EmptyEnv", kwargs={"size": 6, "agent_start_pos": None}, ) register( id="MiniGrid-Empty-8x8-v0", entry_point="minigrid.envs:EmptyEnv", ) register( id="MiniGrid-Empty-16x16-v0", entry_point="minigrid.envs:EmptyEnv", kwargs={"size": 16}, ) # Fetch # ---------------------------------------- register( id="MiniGrid-Fetch-5x5-N2-v0", entry_point="minigrid.envs:FetchEnv", kwargs={"size": 5, "numObjs": 2}, ) register( id="MiniGrid-Fetch-6x6-N2-v0", entry_point="minigrid.envs:FetchEnv", kwargs={"size": 6, "numObjs": 2}, ) register(id="MiniGrid-Fetch-8x8-N3-v0", entry_point="minigrid.envs:FetchEnv") # FourRooms # ---------------------------------------- register( id="MiniGrid-FourRooms-v0", entry_point="minigrid.envs:FourRoomsEnv", ) # GoToDoor # ---------------------------------------- register( id="MiniGrid-GoToDoor-5x5-v0", entry_point="minigrid.envs:GoToDoorEnv", ) register( id="MiniGrid-GoToDoor-6x6-v0", entry_point="minigrid.envs:GoToDoorEnv", kwargs={"size": 6}, ) register( id="MiniGrid-GoToDoor-8x8-v0", entry_point="minigrid.envs:GoToDoorEnv", kwargs={"size": 8}, ) # GoToObject # ---------------------------------------- register( id="MiniGrid-GoToObject-6x6-N2-v0", entry_point="minigrid.envs:GoToObjectEnv", ) register( id="MiniGrid-GoToObject-8x8-N2-v0", entry_point="minigrid.envs:GoToObjectEnv", kwargs={"size": 8, "numObjs": 2}, ) # KeyCorridor # ---------------------------------------- register( id="MiniGrid-KeyCorridorS3R1-v0", entry_point="minigrid.envs:KeyCorridorEnv", kwargs={"room_size": 3, "num_rows": 1}, ) register( id="MiniGrid-KeyCorridorS3R2-v0", entry_point="minigrid.envs:KeyCorridorEnv", kwargs={"room_size": 3, "num_rows": 2}, ) register( id="MiniGrid-KeyCorridorS3R3-v0", entry_point="minigrid.envs:KeyCorridorEnv", kwargs={"room_size": 3, "num_rows": 3}, ) register( id="MiniGrid-KeyCorridorS4R3-v0", entry_point="minigrid.envs:KeyCorridorEnv", kwargs={"room_size": 4, "num_rows": 3}, ) register( id="MiniGrid-KeyCorridorS5R3-v0", entry_point="minigrid.envs:KeyCorridorEnv", kwargs={"room_size": 5, "num_rows": 3}, ) register( id="MiniGrid-KeyCorridorS6R3-v0", entry_point="minigrid.envs:KeyCorridorEnv", kwargs={"room_size": 6, "num_rows": 3}, ) # LavaGap # ---------------------------------------- register( id="MiniGrid-LavaGapS5-v0", entry_point="minigrid.envs:LavaGapEnv", kwargs={"size": 5}, ) register( id="MiniGrid-LavaGapS6-v0", entry_point="minigrid.envs:LavaGapEnv", kwargs={"size": 6}, ) register( id="MiniGrid-LavaGapS7-v0", entry_point="minigrid.envs:LavaGapEnv", kwargs={"size": 7}, ) # LockedRoom # ---------------------------------------- register( id="MiniGrid-LockedRoom-v0", entry_point="minigrid.envs:LockedRoomEnv", ) # Memory # ---------------------------------------- register( id="MiniGrid-MemoryS17Random-v0", entry_point="minigrid.envs:MemoryEnv", kwargs={"size": 17, "random_length": True}, ) register( id="MiniGrid-MemoryS13Random-v0", entry_point="minigrid.envs:MemoryEnv", kwargs={"size": 13, "random_length": True}, ) register( id="MiniGrid-MemoryS13-v0", entry_point="minigrid.envs:MemoryEnv", kwargs={"size": 13}, ) register( id="MiniGrid-MemoryS11-v0", entry_point="minigrid.envs:MemoryEnv", kwargs={"size": 11}, ) register( id="MiniGrid-MemoryS9-v0", entry_point="minigrid.envs:MemoryEnv", kwargs={"size": 9}, ) register( id="MiniGrid-MemoryS7-v0", entry_point="minigrid.envs:MemoryEnv", kwargs={"size": 7}, ) # MultiRoom # ---------------------------------------- register( id="MiniGrid-MultiRoom-N2-S4-v0", entry_point="minigrid.envs:MultiRoomEnv", kwargs={"minNumRooms": 2, "maxNumRooms": 2, "maxRoomSize": 4}, ) register( id="MiniGrid-MultiRoom-N4-S5-v0", entry_point="minigrid.envs:MultiRoomEnv", kwargs={"minNumRooms": 6, "maxNumRooms": 6, "maxRoomSize": 5}, ) register( id="MiniGrid-MultiRoom-N6-v0", entry_point="minigrid.envs:MultiRoomEnv", kwargs={"minNumRooms": 6, "maxNumRooms": 6}, ) # ObstructedMaze # ---------------------------------------- register( id="MiniGrid-ObstructedMaze-1Dl-v0", entry_point="minigrid.envs:ObstructedMaze_1Dlhb", kwargs={"key_in_box": False, "blocked": False}, ) register( id="MiniGrid-ObstructedMaze-1Dlh-v0", entry_point="minigrid.envs:ObstructedMaze_1Dlhb", kwargs={"key_in_box": True, "blocked": False}, ) register( id="MiniGrid-ObstructedMaze-1Dlhb-v0", entry_point="minigrid.envs:ObstructedMaze_1Dlhb", ) register( id="MiniGrid-ObstructedMaze-2Dl-v0", entry_point="minigrid.envs:ObstructedMaze_Full", kwargs={ "agent_room": (2, 1), "key_in_box": False, "blocked": False, "num_quarters": 1, "num_rooms_visited": 4, }, ) register( id="MiniGrid-ObstructedMaze-2Dlh-v0", entry_point="minigrid.envs:ObstructedMaze_Full", kwargs={ "agent_room": (2, 1), "key_in_box": True, "blocked": False, "num_quarters": 1, "num_rooms_visited": 4, }, ) register( id="MiniGrid-ObstructedMaze-2Dlhb-v0", entry_point="minigrid.envs:ObstructedMaze_Full", kwargs={ "agent_room": (2, 1), "key_in_box": True, "blocked": True, "num_quarters": 1, "num_rooms_visited": 4, }, ) register( id="MiniGrid-ObstructedMaze-1Q-v0", entry_point="minigrid.envs:ObstructedMaze_Full", kwargs={ "agent_room": (1, 1), "key_in_box": True, "blocked": True, "num_quarters": 1, "num_rooms_visited": 5, }, ) register( id="MiniGrid-ObstructedMaze-2Q-v0", entry_point="minigrid.envs:ObstructedMaze_Full", kwargs={ "agent_room": (2, 1), "key_in_box": True, "blocked": True, "num_quarters": 2, "num_rooms_visited": 11, }, ) register( id="MiniGrid-ObstructedMaze-Full-v0", entry_point="minigrid.envs:ObstructedMaze_Full", ) # ObstructedMaze-v1 # ---------------------------------------- register( id="MiniGrid-ObstructedMaze-2Dlhb-v1", entry_point="minigrid.envs.obstructedmaze_v1:ObstructedMaze_Full", kwargs={ "agent_room": (2, 1), "key_in_box": True, "blocked": True, "num_quarters": 1, "num_rooms_visited": 4, }, ) register( id="MiniGrid-ObstructedMaze-1Q-v1", entry_point="minigrid.envs.obstructedmaze_v1:ObstructedMaze_Full", kwargs={ "agent_room": (1, 1), "key_in_box": True, "blocked": True, "num_quarters": 1, "num_rooms_visited": 5, }, ) register( id="MiniGrid-ObstructedMaze-2Q-v1", entry_point="minigrid.envs.obstructedmaze_v1:ObstructedMaze_Full", kwargs={ "agent_room": (2, 1), "key_in_box": True, "blocked": True, "num_quarters": 2, "num_rooms_visited": 11, }, ) register( id="MiniGrid-ObstructedMaze-Full-v1", entry_point="minigrid.envs.obstructedmaze_v1:ObstructedMaze_Full", ) # Playground # ---------------------------------------- #register( # id="MiniGrid-Playground-v0", # entry_point="minigrid.envs:PlaygroundEnv", #) # PutNear # ---------------------------------------- register( id="MiniGrid-PutNear-6x6-N2-v0", entry_point="minigrid.envs:PutNearEnv", ) register( id="MiniGrid-PutNear-8x8-N3-v0", entry_point="minigrid.envs:PutNearEnv", kwargs={"size": 8, "numObjs": 3}, ) # RedBlueDoors # ---------------------------------------- register( id="MiniGrid-RedBlueDoors-6x6-v0", entry_point="minigrid.envs:RedBlueDoorEnv", kwargs={"size": 6}, ) register( id="MiniGrid-RedBlueDoors-8x8-v0", entry_point="minigrid.envs:RedBlueDoorEnv", ) # Unlock # ---------------------------------------- register(id="MiniGrid-Unlock-v0", entry_point="minigrid.envs:UnlockEnv") # UnlockPickup # ---------------------------------------- register( id="MiniGrid-UnlockPickup-v0", entry_point="minigrid.envs:UnlockPickupEnv", ) # BabyAI - Language based levels - GoTo # ---------------------------------------- register( id="BabyAI-GoToRedBallGrey-v0", entry_point="minigrid.envs.babyai:GoToRedBallGrey", ) register( id="BabyAI-GoToRedBall-v0", entry_point="minigrid.envs.babyai:GoToRedBall", ) register( id="BabyAI-GoToRedBallNoDists-v0", entry_point="minigrid.envs.babyai:GoToRedBallNoDists", ) register( id="BabyAI-GoToObj-v0", entry_point="minigrid.envs.babyai:GoToObj", ) register( id="BabyAI-GoToObjS4-v0", entry_point="minigrid.envs.babyai:GoToObj", kwargs={"room_size": 4}, ) register( id="BabyAI-GoToObjS6-v1", entry_point="minigrid.envs.babyai:GoToObj", kwargs={"room_size": 6}, ) register( id="BabyAI-GoToLocal-v0", entry_point="minigrid.envs.babyai:GoToLocal", ) register( id="BabyAI-GoToLocalS5N2-v0", entry_point="minigrid.envs.babyai:GoToLocal", kwargs={"room_size": 5, "num_dists": 2}, ) register( id="BabyAI-GoToLocalS6N2-v0", entry_point="minigrid.envs.babyai:GoToLocal", kwargs={"room_size": 6, "num_dists": 2}, ) register( id="BabyAI-GoToLocalS6N3-v0", entry_point="minigrid.envs.babyai:GoToLocal", kwargs={"room_size": 6, "num_dists": 3}, ) register( id="BabyAI-GoToLocalS6N4-v0", entry_point="minigrid.envs.babyai:GoToLocal", kwargs={"room_size": 6, "num_dists": 4}, ) register( id="BabyAI-GoToLocalS7N4-v0", entry_point="minigrid.envs.babyai:GoToLocal", kwargs={"room_size": 7, "num_dists": 4}, ) register( id="BabyAI-GoToLocalS7N5-v0", entry_point="minigrid.envs.babyai:GoToLocal", kwargs={"room_size": 7, "num_dists": 5}, ) register( id="BabyAI-GoToLocalS8N2-v0", entry_point="minigrid.envs.babyai:GoToLocal", kwargs={"room_size": 8, "num_dists": 2}, ) register( id="BabyAI-GoToLocalS8N3-v0", entry_point="minigrid.envs.babyai:GoToLocal", kwargs={"room_size": 8, "num_dists": 3}, ) register( id="BabyAI-GoToLocalS8N4-v0", entry_point="minigrid.envs.babyai:GoToLocal", kwargs={"room_size": 8, "num_dists": 4}, ) register( id="BabyAI-GoToLocalS8N5-v0", entry_point="minigrid.envs.babyai:GoToLocal", kwargs={"room_size": 8, "num_dists": 5}, ) register( id="BabyAI-GoToLocalS8N6-v0", entry_point="minigrid.envs.babyai:GoToLocal", kwargs={"room_size": 8, "num_dists": 6}, ) register( id="BabyAI-GoToLocalS8N7-v0", entry_point="minigrid.envs.babyai:GoToLocal", kwargs={"room_size": 8, "num_dists": 7}, ) register( id="BabyAI-GoTo-v0", entry_point="minigrid.envs.babyai:GoTo", ) register( "BabyAI-GoToOpen-v0", entry_point="minigrid.envs.babyai:GoTo", kwargs={"doors_open": True}, ) register( id="BabyAI-GoToObjMaze-v0", entry_point="minigrid.envs.babyai:GoTo", kwargs={"num_dists": 1, "doors_open": False}, ) register( id="BabyAI-GoToObjMazeOpen-v0", entry_point="minigrid.envs.babyai:GoTo", kwargs={"num_dists": 1, "doors_open": True}, ) register( id="BabyAI-GoToObjMazeS4R2-v0", entry_point="minigrid.envs.babyai:GoTo", kwargs={"num_dists": 1, "room_size": 4, "num_rows": 2, "num_cols": 2}, ) register( id="BabyAI-GoToObjMazeS4-v0", entry_point="minigrid.envs.babyai:GoTo", kwargs={"num_dists": 1, "room_size": 4}, ) register( id="BabyAI-GoToObjMazeS5-v0", entry_point="minigrid.envs.babyai:GoTo", kwargs={"num_dists": 1, "room_size": 5}, ) register( id="BabyAI-GoToObjMazeS6-v0", entry_point="minigrid.envs.babyai:GoTo", kwargs={"num_dists": 1, "room_size": 6}, ) register( id="BabyAI-GoToObjMazeS7-v0", entry_point="minigrid.envs.babyai:GoTo", kwargs={"num_dists": 1, "room_size": 7}, ) register( id="BabyAI-GoToImpUnlock-v0", entry_point="minigrid.envs.babyai:GoToImpUnlock", ) register( id="BabyAI-GoToSeq-v0", entry_point="minigrid.envs.babyai:GoToSeq", ) register( id="BabyAI-GoToSeqS5R2-v0", entry_point="minigrid.envs.babyai:GoToSeq", kwargs={"room_size": 5, "num_rows": 2, "num_cols": 2, "num_dists": 4}, ) register( id="BabyAI-GoToRedBlueBall-v0", entry_point="minigrid.envs.babyai:GoToRedBlueBall", ) register( id="BabyAI-GoToDoor-v0", entry_point="minigrid.envs.babyai:GoToDoor", ) register( id="BabyAI-GoToObjDoor-v0", entry_point="minigrid.envs.babyai:GoToObjDoor", ) # BabyAI - Language based levels - Open # ---------------------------------------- register( id="BabyAI-Open-v0", entry_point="minigrid.envs.babyai:Open", ) register( id="BabyAI-OpenRedDoor-v0", entry_point="minigrid.envs.babyai:OpenRedDoor", ) register( id="BabyAI-OpenDoor-v0", entry_point="minigrid.envs.babyai:OpenDoor", ) register( id="BabyAI-OpenDoorDebug-v0", entry_point="minigrid.envs.babyai:OpenDoor", kwargs={"debug": True, "select_by": None}, ) register( id="BabyAI-OpenDoorColor-v0", entry_point="minigrid.envs.babyai:OpenDoor", kwargs={"select_by": "color"}, ) register( id="BabyAI-OpenDoorLoc-v0", entry_point="minigrid.envs.babyai:OpenDoor", kwargs={"select_by": "loc"}, ) register( id="BabyAI-OpenTwoDoors-v0", entry_point="minigrid.envs.babyai:OpenTwoDoors", ) register( id="BabyAI-OpenRedBlueDoors-v0", entry_point="minigrid.envs.babyai:OpenTwoDoors", kwargs={"first_color": "red", "second_color": "blue"}, ) register( id="BabyAI-OpenRedBlueDoorsDebug-v0", entry_point="minigrid.envs.babyai:OpenTwoDoors", kwargs={ "first_color": "red", "second_color": "blue", "strict": True, }, ) register( id="BabyAI-OpenDoorsOrderN2-v0", entry_point="minigrid.envs.babyai:OpenDoorsOrder", kwargs={"num_doors": 2}, ) register( id="BabyAI-OpenDoorsOrderN4-v0", entry_point="minigrid.envs.babyai:OpenDoorsOrder", kwargs={"num_doors": 4}, ) register( id="BabyAI-OpenDoorsOrderN2Debug-v0", entry_point="minigrid.envs.babyai:OpenDoorsOrder", kwargs={"debug": True, "num_doors": 2}, ) register( id="BabyAI-OpenDoorsOrderN4Debug-v0", entry_point="minigrid.envs.babyai:OpenDoorsOrder", kwargs={"debug": True, "num_doors": 4}, ) # BabyAI - Language based levels - Pickup # ---------------------------------------- register( id="BabyAI-Pickup-v0", entry_point="minigrid.envs.babyai:Pickup", ) register( id="BabyAI-UnblockPickup-v0", entry_point="minigrid.envs.babyai:UnblockPickup", ) register( id="BabyAI-PickupLoc-v0", entry_point="minigrid.envs.babyai:PickupLoc", ) register( id="BabyAI-PickupDist-v0", entry_point="minigrid.envs.babyai:PickupDist", ) register( id="BabyAI-PickupDistDebug-v0", entry_point="minigrid.envs.babyai:PickupDist", kwargs={"debug": True}, ) register( id="BabyAI-PickupAbove-v0", entry_point="minigrid.envs.babyai:PickupAbove", ) # BabyAI - Language based levels - PutNext # ---------------------------------------- register( id="BabyAI-PutNextLocal-v0", entry_point="minigrid.envs.babyai:PutNextLocal", ) register( id="BabyAI-PutNextLocalS5N3-v0", entry_point="minigrid.envs.babyai:PutNextLocal", kwargs={"room_size": 5, "num_objs": 3}, ) register( id="BabyAI-PutNextLocalS6N4-v0", entry_point="minigrid.envs.babyai:PutNextLocal", kwargs={"room_size": 6, "num_objs": 4}, ) register( id="BabyAI-PutNextS4N1-v0", entry_point="minigrid.envs.babyai:PutNext", kwargs={"room_size": 4, "objs_per_room": 1}, ) register( id="BabyAI-PutNextS5N2-v0", entry_point="minigrid.envs.babyai:PutNext", kwargs={"room_size": 5, "objs_per_room": 2}, ) register( id="BabyAI-PutNextS5N1-v0", entry_point="minigrid.envs.babyai:PutNext", kwargs={"room_size": 5, "objs_per_room": 1}, ) register( id="BabyAI-PutNextS6N3-v0", entry_point="minigrid.envs.babyai:PutNext", kwargs={"room_size": 6, "objs_per_room": 3}, ) register( id="BabyAI-PutNextS7N4-v0", entry_point="minigrid.envs.babyai:PutNext", kwargs={"room_size": 7, "objs_per_room": 4}, ) register( id="BabyAI-PutNextS5N2Carrying-v0", entry_point="minigrid.envs.babyai:PutNext", kwargs={"room_size": 5, "objs_per_room": 2, "start_carrying": True}, ) register( id="BabyAI-PutNextS6N3Carrying-v0", entry_point="minigrid.envs.babyai:PutNext", kwargs={"room_size": 6, "objs_per_room": 3, "start_carrying": True}, ) register( id="BabyAI-PutNextS7N4Carrying-v0", entry_point="minigrid.envs.babyai:PutNext", kwargs={"room_size": 7, "objs_per_room": 4, "start_carrying": True}, ) # BabyAI - Language based levels - Unlock # ---------------------------------------- register( id="BabyAI-Unlock-v0", entry_point="minigrid.envs.babyai:Unlock", ) register( id="BabyAI-UnlockLocal-v0", entry_point="minigrid.envs.babyai:UnlockLocal", ) register( id="BabyAI-UnlockLocalDist-v0", entry_point="minigrid.envs.babyai:UnlockLocal", kwargs={"distractors": True}, ) register( id="BabyAI-KeyInBox-v0", entry_point="minigrid.envs.babyai:KeyInBox", ) register( id="BabyAI-UnlockPickup-v0", entry_point="minigrid.envs.babyai:UnlockPickup", ) register( id="BabyAI-UnlockPickupDist-v0", entry_point="minigrid.envs.babyai:UnlockPickup", kwargs={"distractors": True}, ) register( id="BabyAI-BlockedUnlockPickup-v0", entry_point="minigrid.envs.babyai:BlockedUnlockPickup", ) register( id="BabyAI-UnlockToUnlock-v0", entry_point="minigrid.envs.babyai:UnlockToUnlock", ) # BabyAI - Language based levels - Other # ---------------------------------------- register( id="BabyAI-ActionObjDoor-v0", entry_point="minigrid.envs.babyai:ActionObjDoor", ) register( id="BabyAI-FindObjS5-v0", entry_point="minigrid.envs.babyai:FindObjS5", ) register( id="BabyAI-FindObjS6-v0", entry_point="minigrid.envs.babyai:FindObjS5", kwargs={"room_size": 6}, ) register( id="BabyAI-FindObjS7-v0", entry_point="minigrid.envs.babyai:FindObjS5", kwargs={"room_size": 7}, ) register( id="BabyAI-KeyCorridor-v0", entry_point="minigrid.envs.babyai:KeyCorridor", ) register( id="BabyAI-KeyCorridorS3R1-v0", entry_point="minigrid.envs.babyai:KeyCorridor", kwargs={"room_size": 3, "num_rows": 1}, ) register( id="BabyAI-KeyCorridorS3R2-v0", entry_point="minigrid.envs.babyai:KeyCorridor", kwargs={"room_size": 3, "num_rows": 2}, ) register( id="BabyAI-KeyCorridorS3R3-v0", entry_point="minigrid.envs.babyai:KeyCorridor", kwargs={"room_size": 3, "num_rows": 3}, ) register( id="BabyAI-KeyCorridorS4R3-v0", entry_point="minigrid.envs.babyai:KeyCorridor", kwargs={"room_size": 4, "num_rows": 3}, ) register( id="BabyAI-KeyCorridorS5R3-v0", entry_point="minigrid.envs.babyai:KeyCorridor", kwargs={"room_size": 5, "num_rows": 3}, ) register( id="BabyAI-KeyCorridorS6R3-v0", entry_point="minigrid.envs.babyai:KeyCorridor", kwargs={"room_size": 6, "num_rows": 3}, ) register( id="BabyAI-OneRoomS8-v0", entry_point="minigrid.envs.babyai:OneRoomS8", ) register( id="BabyAI-OneRoomS12-v0", entry_point="minigrid.envs.babyai:OneRoomS8", kwargs={"room_size": 12}, ) register( id="BabyAI-OneRoomS16-v0", entry_point="minigrid.envs.babyai:OneRoomS8", kwargs={"room_size": 16}, ) register( id="BabyAI-OneRoomS20-v0", entry_point="minigrid.envs.babyai:OneRoomS8", kwargs={"room_size": 20}, ) register( id="BabyAI-MoveTwoAcrossS5N2-v0", entry_point="minigrid.envs.babyai:MoveTwoAcross", kwargs={"room_size": 5, "objs_per_room": 2}, ) register( id="BabyAI-MoveTwoAcrossS8N9-v0", entry_point="minigrid.envs.babyai:MoveTwoAcross", kwargs={"room_size": 8, "objs_per_room": 9}, ) # BabyAI - Language based levels - Synth # ---------------------------------------- register( id="BabyAI-Synth-v0", entry_point="minigrid.envs.babyai:Synth", ) register( id="BabyAI-SynthS5R2-v0", entry_point="minigrid.envs.babyai:Synth", kwargs={"room_size": 5, "num_rows": 2}, ) register( id="BabyAI-SynthLoc-v0", entry_point="minigrid.envs.babyai:SynthLoc", ) register( id="BabyAI-SynthSeq-v0", entry_point="minigrid.envs.babyai:SynthSeq", ) register( id="BabyAI-MiniBossLevel-v0", entry_point="minigrid.envs.babyai:MiniBossLevel", ) register( id="BabyAI-BossLevel-v0", entry_point="minigrid.envs.babyai:BossLevel", ) register( id="BabyAI-BossLevelNoUnlock-v0", entry_point="minigrid.envs.babyai:BossLevelNoUnlock", )