from gym.envs.registration import load_env_plugins as _load_env_plugins from gym.envs.registration import make, register, registry, spec # Hook to load plugins from entry points _load_env_plugins() # Classic # ---------------------------------------- register( id="CartPole-v0", entry_point="gym.envs.classic_control.cartpole:CartPoleEnv", max_episode_steps=200, reward_threshold=195.0, ) register( id="CartPole-v1", entry_point="gym.envs.classic_control.cartpole:CartPoleEnv", max_episode_steps=500, reward_threshold=475.0, ) register( id="MountainCar-v0", entry_point="gym.envs.classic_control.mountain_car:MountainCarEnv", max_episode_steps=200, reward_threshold=-110.0, ) register( id="MountainCarContinuous-v0", entry_point="gym.envs.classic_control.continuous_mountain_car:Continuous_MountainCarEnv", max_episode_steps=999, reward_threshold=90.0, ) register( id="Pendulum-v1", entry_point="gym.envs.classic_control.pendulum:PendulumEnv", max_episode_steps=200, ) register( id="Acrobot-v1", entry_point="gym.envs.classic_control.acrobot:AcrobotEnv", reward_threshold=-100.0, max_episode_steps=500, ) # Box2d # ---------------------------------------- register( id="LunarLander-v2", entry_point="gym.envs.box2d.lunar_lander:LunarLander", max_episode_steps=1000, reward_threshold=200, ) register( id="LunarLanderContinuous-v2", entry_point="gym.envs.box2d.lunar_lander:LunarLander", kwargs={"continuous": True}, max_episode_steps=1000, reward_threshold=200, ) register( id="BipedalWalker-v3", entry_point="gym.envs.box2d.bipedal_walker:BipedalWalker", max_episode_steps=1600, reward_threshold=300, ) register( id="BipedalWalkerHardcore-v3", entry_point="gym.envs.box2d.bipedal_walker:BipedalWalker", kwargs={"hardcore": True}, max_episode_steps=2000, reward_threshold=300, ) register( id="CarRacing-v2", entry_point="gym.envs.box2d.car_racing:CarRacing", max_episode_steps=1000, reward_threshold=900, ) # Toy Text # ---------------------------------------- register( id="Blackjack-v1", entry_point="gym.envs.toy_text.blackjack:BlackjackEnv", kwargs={"sab": True, "natural": False}, ) register( id="FrozenLake-v1", entry_point="gym.envs.toy_text.frozen_lake:FrozenLakeEnv", kwargs={"map_name": "4x4"}, max_episode_steps=100, reward_threshold=0.70, # optimum = 0.74 ) register( id="FrozenLake8x8-v1", entry_point="gym.envs.toy_text.frozen_lake:FrozenLakeEnv", kwargs={"map_name": "8x8"}, max_episode_steps=200, reward_threshold=0.85, # optimum = 0.91 ) register( id="CliffWalking-v0", entry_point="gym.envs.toy_text.cliffwalking:CliffWalkingEnv", ) register( id="Taxi-v3", entry_point="gym.envs.toy_text.taxi:TaxiEnv", reward_threshold=8, # optimum = 8.46 max_episode_steps=200, ) # Mujoco # ---------------------------------------- # 2D register( id="Reacher-v2", entry_point="gym.envs.mujoco:ReacherEnv", max_episode_steps=50, reward_threshold=-3.75, ) register( id="Reacher-v4", entry_point="gym.envs.mujoco.reacher_v4:ReacherEnv", max_episode_steps=50, reward_threshold=-3.75, ) register( id="Pusher-v2", entry_point="gym.envs.mujoco:PusherEnv", max_episode_steps=100, reward_threshold=0.0, ) register( id="Pusher-v4", entry_point="gym.envs.mujoco.pusher_v4:PusherEnv", max_episode_steps=100, reward_threshold=0.0, ) register( id="InvertedPendulum-v2", entry_point="gym.envs.mujoco:InvertedPendulumEnv", max_episode_steps=1000, reward_threshold=950.0, ) register( id="InvertedPendulum-v4", entry_point="gym.envs.mujoco.inverted_pendulum_v4:InvertedPendulumEnv", max_episode_steps=1000, reward_threshold=950.0, ) register( id="InvertedDoublePendulum-v2", entry_point="gym.envs.mujoco:InvertedDoublePendulumEnv", max_episode_steps=1000, reward_threshold=9100.0, ) register( id="InvertedDoublePendulum-v4", entry_point="gym.envs.mujoco.inverted_double_pendulum_v4:InvertedDoublePendulumEnv", max_episode_steps=1000, reward_threshold=9100.0, ) register( id="HalfCheetah-v2", entry_point="gym.envs.mujoco:HalfCheetahEnv", max_episode_steps=1000, reward_threshold=4800.0, ) register( id="HalfCheetah-v3", entry_point="gym.envs.mujoco.half_cheetah_v3:HalfCheetahEnv", max_episode_steps=1000, reward_threshold=4800.0, ) register( id="HalfCheetah-v4", entry_point="gym.envs.mujoco.half_cheetah_v4:HalfCheetahEnv", max_episode_steps=1000, reward_threshold=4800.0, ) register( id="Hopper-v2", entry_point="gym.envs.mujoco:HopperEnv", max_episode_steps=1000, reward_threshold=3800.0, ) register( id="Hopper-v3", entry_point="gym.envs.mujoco.hopper_v3:HopperEnv", max_episode_steps=1000, reward_threshold=3800.0, ) register( id="Hopper-v4", entry_point="gym.envs.mujoco.hopper_v4:HopperEnv", max_episode_steps=1000, reward_threshold=3800.0, ) register( id="Swimmer-v2", entry_point="gym.envs.mujoco:SwimmerEnv", max_episode_steps=1000, reward_threshold=360.0, ) register( id="Swimmer-v3", entry_point="gym.envs.mujoco.swimmer_v3:SwimmerEnv", max_episode_steps=1000, reward_threshold=360.0, ) register( id="Swimmer-v4", entry_point="gym.envs.mujoco.swimmer_v4:SwimmerEnv", max_episode_steps=1000, reward_threshold=360.0, ) register( id="Walker2d-v2", max_episode_steps=1000, entry_point="gym.envs.mujoco:Walker2dEnv", ) register( id="Walker2d-v3", max_episode_steps=1000, entry_point="gym.envs.mujoco.walker2d_v3:Walker2dEnv", ) register( id="Walker2d-v4", max_episode_steps=1000, entry_point="gym.envs.mujoco.walker2d_v4:Walker2dEnv", ) register( id="Ant-v2", entry_point="gym.envs.mujoco:AntEnv", max_episode_steps=1000, reward_threshold=6000.0, ) register( id="Ant-v3", entry_point="gym.envs.mujoco.ant_v3:AntEnv", max_episode_steps=1000, reward_threshold=6000.0, ) register( id="Ant-v4", entry_point="gym.envs.mujoco.ant_v4:AntEnv", max_episode_steps=1000, reward_threshold=6000.0, ) register( id="Humanoid-v2", entry_point="gym.envs.mujoco:HumanoidEnv", max_episode_steps=1000, ) register( id="Humanoid-v3", entry_point="gym.envs.mujoco.humanoid_v3:HumanoidEnv", max_episode_steps=1000, ) register( id="Humanoid-v4", entry_point="gym.envs.mujoco.humanoid_v4:HumanoidEnv", max_episode_steps=1000, ) register( id="HumanoidStandup-v2", entry_point="gym.envs.mujoco:HumanoidStandupEnv", max_episode_steps=1000, ) register( id="HumanoidStandup-v4", entry_point="gym.envs.mujoco.humanoidstandup_v4:HumanoidStandupEnv", max_episode_steps=1000, )