openAI gym 的环境

from gym import envs
print(envs.registry.all())

上述代码可查看注册的环境。

下面列出gym包含的环境

EnvSpec(Acrobot-v1),
EnvSpec(AirRaid-ram-v0),
EnvSpec(AirRaid-ram-v4),
EnvSpec(AirRaid-ramDeterministic-v0),
EnvSpec(AirRaid-ramDeterministic-v4),
EnvSpec(AirRaid-ramNoFrameskip-v0),
EnvSpec(AirRaid-ramNoFrameskip-v4),
EnvSpec(AirRaid-v0),
EnvSpec(AirRaid-v4),
EnvSpec(AirRaidDeterministic-v0),
EnvSpec(AirRaidDeterministic-v4),
EnvSpec(AirRaidNoFrameskip-v0),
EnvSpec(AirRaidNoFrameskip-v4),2d飞机
EnvSpec(Alien-ram-v0),
EnvSpec(Alien-ram-v4),
EnvSpec(Alien-ramDeterministic-v0),
EnvSpec(Alien-ramDeterministic-v4),
EnvSpec(Alien-ramNoFrameskip-v0), 2d迷宫小游戏
EnvSpec(Alien-ramNoFrameskip-v4),
EnvSpec(Alien-v0),小游戏迷宫打怪
EnvSpec(Alien-v4),
EnvSpec(AlienDeterministic-v0),
EnvSpec(AlienDeterministic-v4),
EnvSpec(AlienNoFrameskip-v0),
EnvSpec(AlienNoFrameskip-v4),
EnvSpec(Amidar-ram-v0), 、
EnvSpec(Amidar-ram-v4),
EnvSpec(Amidar-ramDeterministic-v0),
EnvSpec(Amidar-ramDeterministic-v4), 小游戏迷宫打怪
EnvSpec(Amidar-ramNoFrameskip-v0),
EnvSpec(Amidar-ramNoFrameskip-v4), 小游戏迷宫打怪
EnvSpec(Amidar-v0),
EnvSpec(Amidar-v4),
EnvSpec(AmidarDeterministic-v0),
EnvSpec(AmidarDeterministic-v4),小游戏迷宫
EnvSpec(AmidarNoFrameskip-v0),
EnvSpec(AmidarNoFrameskip-v4), 2d迷宫
EnvSpec(Ant-v2),
EnvSpec(Assault-ram-v0), 2d飞行小游戏
EnvSpec(Assault-ram-v4),
EnvSpec(Assault-ramDeterministic-v0), 小游戏2d飞行打怪
EnvSpec(Assault-ramDeterministic-v4),
EnvSpec(Assault-ramNoFrameskip-v0),
EnvSpec(Assault-ramNoFrameskip-v4), 小游戏打怪
EnvSpec(Assault-v0),
EnvSpec(Assault-v4),
EnvSpec(AssaultDeterministic-v0),
EnvSpec(AssaultDeterministic-v4),
EnvSpec(AssaultNoFrameskip-v0),
EnvSpec(AssaultNoFrameskip-v4),
EnvSpec(Asterix-ram-v0),
EnvSpec(Asterix-ram-v4),
EnvSpec(Asterix-ramDeterministic-v0),
EnvSpec(Asterix-ramDeterministic-v4),小游戏飞行打怪
EnvSpec(Asterix-ramNoFrameskip-v0),
EnvSpec(Asterix-ramNoFrameskip-v4),
EnvSpec(Asterix-v0),
EnvSpec(Asterix-v4),
EnvSpec(AsterixDeterministic-v0),
EnvSpec(AsterixDeterministic-v4),
EnvSpec(AsterixNoFrameskip-v0),
EnvSpec(AsterixNoFrameskip-v4),
EnvSpec(Asteroids-ram-v0),
EnvSpec(Asteroids-ram-v4), 小游戏
EnvSpec(Asteroids-ramDeterministic-v0),
EnvSpec(Asteroids-ramDeterministic-v4), 小游戏打怪
EnvSpec(Asteroids-ramNoFrameskip-v0),
EnvSpec(Asteroids-ramNoFrameskip-v4),
EnvSpec(Asteroids-v0),
EnvSpec(Asteroids-v4),
EnvSpec(AsteroidsDeterministic-v0),
EnvSpec(AsteroidsDeterministic-v4),
EnvSpec(AsteroidsNoFrameskip-v0),
EnvSpec(AsteroidsNoFrameskip-v4),
EnvSpec(Atlantis-ram-v0),
EnvSpec(Atlantis-ram-v4),
EnvSpec(Atlantis-ramDeterministic-v0), 打水怪
EnvSpec(Atlantis-ramDeterministic-v4),
EnvSpec(Atlantis-ramNoFrameskip-v0),小游戏打水怪
EnvSpec(Atlantis-ramNoFrameskip-v4),
EnvSpec(Atlantis-v0),
EnvSpec(Atlantis-v4),
EnvSpec(AtlantisDeterministic-v0),飞行打怪小游戏
EnvSpec(AtlantisDeterministic-v4), 2D飞机打水怪
EnvSpec(AtlantisNoFrameskip-v0),
EnvSpec(AtlantisNoFrameskip-v4),
EnvSpec(BankHeist-ram-v0),
EnvSpec(BankHeist-ram-v4),
EnvSpec(BankHeist-ramDeterministic-v0), 2d迷宫
EnvSpec(BankHeist-ramDeterministic-v4),
EnvSpec(BankHeist-ramNoFrameskip-v0),
EnvSpec(BankHeist-ramNoFrameskip-v4),
EnvSpec(BankHeist-v0),
EnvSpec(BankHeist-v4),
EnvSpec(BankHeistDeterministic-v0),
EnvSpec(BankHeistDeterministic-v4),
EnvSpec(BankHeistNoFrameskip-v0),
EnvSpec(BankHeistNoFrameskip-v4),
EnvSpec(BattleZone-ram-v0),
EnvSpec(BattleZone-ram-v4),
EnvSpec(BattleZone-ramDeterministic-v0),
EnvSpec(BattleZone-ramDeterministic-v4),
EnvSpec(BattleZone-ramNoFrameskip-v0),
EnvSpec(BattleZone-ramNoFrameskip-v4), 2D坦克
EnvSpec(BattleZone-v0),
EnvSpec(BattleZone-v4),
EnvSpec(BattleZoneDeterministic-v0), 坦克小游戏
EnvSpec(BattleZoneDeterministic-v4),
EnvSpec(BattleZoneNoFrameskip-v0),
EnvSpec(BattleZoneNoFrameskip-v4),
EnvSpec(BeamRider-ram-v0),
EnvSpec(BeamRider-ram-v4),
EnvSpec(BeamRider-ramDeterministic-v0),
EnvSpec(BeamRider-ramDeterministic-v4),
EnvSpec(BeamRider-ramNoFrameskip-v0),
EnvSpec(BeamRider-ramNoFrameskip-v4),
EnvSpec(BeamRider-v0),
EnvSpec(BeamRider-v4),
EnvSpec(BeamRiderDeterministic-v0),
EnvSpec(BeamRiderDeterministic-v4), 小游戏2d飞行打怪
EnvSpec(BeamRiderNoFrameskip-v0),
EnvSpec(BeamRiderNoFrameskip-v4),
EnvSpec(Berzerk-ram-v0),
EnvSpec(Berzerk-ram-v4),
EnvSpec(Berzerk-ramDeterministic-v0),小游戏迷宫打怪
EnvSpec(Berzerk-ramDeterministic-v4), 小游戏迷宫打怪
EnvSpec(Berzerk-ramNoFrameskip-v0),
EnvSpec(Berzerk-ramNoFrameskip-v4),
EnvSpec(Berzerk-v0),
EnvSpec(Berzerk-v4),
EnvSpec(BerzerkDeterministic-v0), 2d迷宫
EnvSpec(BerzerkDeterministic-v4), 2d飞行小游戏
EnvSpec(BerzerkNoFrameskip-v0),
EnvSpec(BerzerkNoFrameskip-v4), 小游戏迷宫打怪
EnvSpec(BipedalWalker-v2),
EnvSpec(BipedalWalkerHardcore-v2),
EnvSpec(Blackjack-v0), 错误
EnvSpec(Bowling-ram-v0),
EnvSpec(Bowling-ram-v4), 弹球类小游戏
EnvSpec(Bowling-ramDeterministic-v0),
EnvSpec(Bowling-ramDeterministic-v4),
EnvSpec(Bowling-ramNoFrameskip-v0),
EnvSpec(Bowling-ramNoFrameskip-v4),
EnvSpec(Bowling-v0),
EnvSpec(Bowling-v4), 小游戏弹球
EnvSpec(BowlingDeterministic-v0),
EnvSpec(BowlingDeterministic-v4),
EnvSpec(BowlingNoFrameskip-v0),
EnvSpec(BowlingNoFrameskip-v4),
EnvSpec(Boxing-ram-v0),
EnvSpec(Boxing-ram-v4),
EnvSpec(Boxing-ramDeterministic-v0),小游戏博弈
EnvSpec(Boxing-ramDeterministic-v4),
EnvSpec(Boxing-ramNoFrameskip-v0),
EnvSpec(Boxing-ramNoFrameskip-v4),
EnvSpec(Boxing-v0), 小游戏博弈
EnvSpec(Boxing-v4),
EnvSpec(BoxingDeterministic-v0),
EnvSpec(BoxingDeterministic-v4), 小游戏博弈
EnvSpec(BoxingNoFrameskip-v0),
EnvSpec(BoxingNoFrameskip-v4),
EnvSpec(Breakout-ram-v0), 乒乓球
EnvSpec(Breakout-ram-v4),
EnvSpec(Breakout-ramDeterministic-v0),
EnvSpec(Breakout-ramDeterministic-v4), 小游戏乒乓球
EnvSpec(Breakout-ramNoFrameskip-v0),
EnvSpec(Breakout-ramNoFrameskip-v4),
EnvSpec(Breakout-v0),
EnvSpec(Breakout-v4), 小游戏打乒乓球
EnvSpec(BreakoutDeterministic-v0),
EnvSpec(BreakoutDeterministic-v4),
EnvSpec(BreakoutNoFrameskip-v0),
EnvSpec(BreakoutNoFrameskip-v4),
EnvSpec(CNNClassifierTraining-v0),
EnvSpec(CarRacing-v0),
EnvSpec(Carnival-ram-v0), 2d飞机打怪
EnvSpec(Carnival-ram-v4),
EnvSpec(Carnival-ramDeterministic-v0),
EnvSpec(Carnival-ramDeterministic-v4),
EnvSpec(Carnival-ramNoFrameskip-v0), 小游戏2d飞行打怪
EnvSpec(Carnival-ramNoFrameskip-v4),
EnvSpec(Carnival-v0),
EnvSpec(Carnival-v4),
EnvSpec(CarnivalDeterministic-v0),
EnvSpec(CarnivalDeterministic-v4),
EnvSpec(CarnivalNoFrameskip-v0),
EnvSpec(CarnivalNoFrameskip-v4),
EnvSpec(CartPole-v0),
EnvSpec(CartPole-v1),
EnvSpec(Centipede-ram-v0),
EnvSpec(Centipede-ram-v4),
EnvSpec(Centipede-ramDeterministic-v0),
EnvSpec(Centipede-ramDeterministic-v4),
EnvSpec(Centipede-ramNoFrameskip-v0),
EnvSpec(Centipede-ramNoFrameskip-v4),
EnvSpec(Centipede-v0), 小游戏弹球打怪
EnvSpec(Centipede-v4),
EnvSpec(CentipedeDeterministic-v0),
EnvSpec(CentipedeDeterministic-v4),
EnvSpec(CentipedeNoFrameskip-v0),
EnvSpec(CentipedeNoFrameskip-v4),
EnvSpec(ChopperCommand-ram-v0),
EnvSpec(ChopperCommand-ram-v4),小游戏打怪
EnvSpec(ChopperCommand-ramDeterministic-v0),
EnvSpec(ChopperCommand-ramDeterministic-v4),
EnvSpec(ChopperCommand-ramNoFrameskip-v0),
EnvSpec(ChopperCommand-ramNoFrameskip-v4),小游戏打怪
EnvSpec(ChopperCommand-v0),
EnvSpec(ChopperCommand-v4),
EnvSpec(ChopperCommandDeterministic-v0), 小游戏两边射出子弹打怪
EnvSpec(ChopperCommandDeterministic-v4),
EnvSpec(ChopperCommandNoFrameskip-v0),
EnvSpec(ChopperCommandNoFrameskip-v4),
EnvSpec(CliffWalking-v0),
EnvSpec(ConvergenceControl-v0),
EnvSpec(Copy-v0),
EnvSpec(CrazyClimber-ram-v0),
EnvSpec(CrazyClimber-ram-v4),
EnvSpec(CrazyClimber-ramDeterministic-v0),
EnvSpec(CrazyClimber-ramDeterministic-v4),
EnvSpec(CrazyClimber-ramNoFrameskip-v0),
EnvSpec(CrazyClimber-ramNoFrameskip-v4),
EnvSpec(CrazyClimber-v0), 小游戏2d攀爬
EnvSpec(CrazyClimber-v4),
EnvSpec(CrazyClimberDeterministic-v0),
EnvSpec(CrazyClimberDeterministic-v4),
EnvSpec(CrazyClimberNoFrameskip-v0),
EnvSpec(CrazyClimberNoFrameskip-v4),
EnvSpec(DemonAttack-ram-v0),
EnvSpec(DemonAttack-ram-v4),
EnvSpec(DemonAttack-ramDeterministic-v0),
EnvSpec(DemonAttack-ramDeterministic-v4),
EnvSpec(DemonAttack-ramNoFrameskip-v0),
EnvSpec(DemonAttack-ramNoFrameskip-v4),
EnvSpec(DemonAttack-v0),
EnvSpec(DemonAttack-v4),
EnvSpec(DemonAttackDeterministic-v0),
EnvSpec(DemonAttackDeterministic-v4),
EnvSpec(DemonAttackNoFrameskip-v0),
EnvSpec(DemonAttackNoFrameskip-v4),
EnvSpec(DoubleDunk-ram-v0),
EnvSpec(DoubleDunk-ram-v4),
EnvSpec(DoubleDunk-ramDeterministic-v0),
EnvSpec(DoubleDunk-ramDeterministic-v4),
EnvSpec(DoubleDunk-ramNoFrameskip-v0),
EnvSpec(DoubleDunk-ramNoFrameskip-v4),
EnvSpec(DoubleDunk-v0),
EnvSpec(DoubleDunk-v4),
EnvSpec(DoubleDunkDeterministic-v0),
EnvSpec(DoubleDunkDeterministic-v4),
EnvSpec(DoubleDunkNoFrameskip-v0),
EnvSpec(DoubleDunkNoFrameskip-v4), 投篮小游戏
EnvSpec(DuplicatedInput-v0),
EnvSpec(ElevatorAction-ram-v0),
EnvSpec(ElevatorAction-ram-v4),
EnvSpec(ElevatorAction-ramDeterministic-v0),
EnvSpec(ElevatorAction-ramDeterministic-v4),
EnvSpec(ElevatorAction-ramNoFrameskip-v0),
EnvSpec(ElevatorAction-ramNoFrameskip-v4),
EnvSpec(ElevatorAction-v0),
EnvSpec(ElevatorAction-v4),
EnvSpec(ElevatorActionDeterministic-v0),
EnvSpec(ElevatorActionDeterministic-v4),
EnvSpec(ElevatorActionNoFrameskip-v0),
EnvSpec(ElevatorActionNoFrameskip-v4),
EnvSpec(Enduro-ram-v0),
EnvSpec(Enduro-ram-v4),
EnvSpec(Enduro-ramDeterministic-v0), 小游戏赛车
EnvSpec(Enduro-ramDeterministic-v4),
EnvSpec(Enduro-ramNoFrameskip-v0),
EnvSpec(Enduro-ramNoFrameskip-v4),
EnvSpec(Enduro-v0),
EnvSpec(Enduro-v4), 2d赛车
EnvSpec(EnduroDeterministic-v0),
EnvSpec(EnduroDeterministic-v4),
EnvSpec(EnduroNoFrameskip-v0),
EnvSpec(EnduroNoFrameskip-v4),
EnvSpec(FishingDerby-ram-v0),
EnvSpec(FishingDerby-ram-v4),
EnvSpec(FishingDerby-ramDeterministic-v0),
EnvSpec(FishingDerby-ramDeterministic-v4),
EnvSpec(FishingDerby-ramNoFrameskip-v0),
EnvSpec(FishingDerby-ramNoFrameskip-v4),
EnvSpec(FishingDerby-v0),小游戏钓鱼
EnvSpec(FishingDerby-v4),
EnvSpec(FishingDerbyDeterministic-v0),
EnvSpec(FishingDerbyDeterministic-v4),
EnvSpec(FishingDerbyNoFrameskip-v0),
EnvSpec(FishingDerbyNoFrameskip-v4),
EnvSpec(Freeway-ram-v0),
EnvSpec(Freeway-ram-v4),
EnvSpec(Freeway-ramDeterministic-v0),
EnvSpec(Freeway-ramDeterministic-v4),
EnvSpec(Freeway-ramNoFrameskip-v0),
EnvSpec(Freeway-ramNoFrameskip-v4),
EnvSpec(Freeway-v0),
EnvSpec(Freeway-v4),
EnvSpec(FreewayDeterministic-v0),
EnvSpec(FreewayDeterministic-v4),
EnvSpec(FreewayNoFrameskip-v0),
EnvSpec(FreewayNoFrameskip-v4),
EnvSpec(Frostbite-ram-v0), 小游戏类似跳水
EnvSpec(Frostbite-ram-v4),小游戏类似跳水
EnvSpec(Frostbite-ramDeterministic-v0),
EnvSpec(Frostbite-ramDeterministic-v4),
EnvSpec(Frostbite-ramNoFrameskip-v0),
EnvSpec(Frostbite-ramNoFrameskip-v4),
EnvSpec(Frostbite-v0),
EnvSpec(Frostbite-v4),
EnvSpec(FrostbiteDeterministic-v0),
EnvSpec(FrostbiteDeterministic-v4),
EnvSpec(FrostbiteNoFrameskip-v0), 小游戏
EnvSpec(FrostbiteNoFrameskip-v4),
EnvSpec(FrozenLake-v0),
EnvSpec(FrozenLake8x8-v0),
EnvSpec(Go19x19-v0),
EnvSpec(Go9x9-v0),
EnvSpec(Gopher-ram-v0), 小游戏鱼儿
EnvSpec(Gopher-ram-v4), 小游戏鱼儿
EnvSpec(Gopher-ramDeterministic-v0),小游戏鱼儿
EnvSpec(Gopher-ramDeterministic-v4),
EnvSpec(Gopher-ramNoFrameskip-v0),
EnvSpec(Gopher-ramNoFrameskip-v4), 小游戏鱼儿
EnvSpec(Gopher-v0),
EnvSpec(Gopher-v4),
EnvSpec(GopherDeterministic-v0),
EnvSpec(GopherDeterministic-v4),
EnvSpec(GopherNoFrameskip-v0),
EnvSpec(GopherNoFrameskip-v4),
EnvSpec(Gravitar-ram-v0),
EnvSpec(Gravitar-ram-v4),
EnvSpec(Gravitar-ramDeterministic-v0),
EnvSpec(Gravitar-ramDeterministic-v4),
EnvSpec(Gravitar-ramNoFrameskip-v0),
EnvSpec(Gravitar-ramNoFrameskip-v4),
EnvSpec(Gravitar-v0),
EnvSpec(Gravitar-v4), 2d射击类小游戏
EnvSpec(GravitarDeterministic-v0),
EnvSpec(GravitarDeterministic-v4),
EnvSpec(GravitarNoFrameskip-v0), 小游戏打怪
EnvSpec(GravitarNoFrameskip-v4),
EnvSpec(GuessingGame-v0),
EnvSpec(HalfCheetah-v2), 错误
EnvSpec(Hero-ram-v0),
EnvSpec(Hero-ram-v4),
EnvSpec(Hero-ramDeterministic-v0),
EnvSpec(Hero-ramDeterministic-v4),
EnvSpec(Hero-ramNoFrameskip-v0), 小游戏类似挖宝藏
EnvSpec(Hero-ramNoFrameskip-v4),
EnvSpec(Hero-v0),
EnvSpec(Hero-v4),
EnvSpec(HeroDeterministic-v0),
EnvSpec(HeroDeterministic-v4), 小游戏类似挖宝藏
EnvSpec(HeroNoFrameskip-v0),
EnvSpec(HeroNoFrameskip-v4),
EnvSpec(Hex9x9-v0),
EnvSpec(Hopper-v2), 错误
EnvSpec(HotterColder-v0),
EnvSpec(Humanoid-v2), 错误
EnvSpec(HumanoidStandup-v2)])
EnvSpec(IceHockey-ram-v0),
EnvSpec(IceHockey-ram-v4),
EnvSpec(IceHockey-ramDeterministic-v0),
EnvSpec(IceHockey-ramDeterministic-v4),2d小游戏
EnvSpec(IceHockey-ramNoFrameskip-v0), 打冰球
EnvSpec(IceHockey-ramNoFrameskip-v4),
EnvSpec(IceHockey-v0),
EnvSpec(IceHockey-v4),
EnvSpec(IceHockeyDeterministic-v0), 冰球
EnvSpec(IceHockeyDeterministic-v4),
EnvSpec(IceHockeyNoFrameskip-v0),
EnvSpec(IceHockeyNoFrameskip-v4),
EnvSpec(InvertedDoublePendulum-v2),
EnvSpec(InvertedPendulum-v2),
EnvSpec(Jamesbond-ram-v0),
EnvSpec(Jamesbond-ram-v4), 射击打怪小游戏
EnvSpec(Jamesbond-ramDeterministic-v0),
EnvSpec(Jamesbond-ramDeterministic-v4),
EnvSpec(Jamesbond-ramNoFrameskip-v0),
EnvSpec(Jamesbond-ramNoFrameskip-v4),
EnvSpec(Jamesbond-v0),
EnvSpec(Jamesbond-v4),
EnvSpec(JamesbondDeterministic-v0), 2d射击打怪
EnvSpec(JamesbondDeterministic-v4),
EnvSpec(JamesbondNoFrameskip-v0),
EnvSpec(JamesbondNoFrameskip-v4),
EnvSpec(JourneyEscape-ram-v0),
EnvSpec(JourneyEscape-ram-v4),
EnvSpec(JourneyEscape-ramDeterministic-v0),
EnvSpec(JourneyEscape-ramDeterministic-v4),
EnvSpec(JourneyEscape-ramNoFrameskip-v0),
EnvSpec(JourneyEscape-ramNoFrameskip-v4),
EnvSpec(JourneyEscape-v0),
EnvSpec(JourneyEscape-v4),
EnvSpec(JourneyEscapeDeterministic-v0),
EnvSpec(JourneyEscapeDeterministic-v4),飞行射击类小游戏
EnvSpec(JourneyEscapeNoFrameskip-v0),
EnvSpec(JourneyEscapeNoFrameskip-v4),
EnvSpec(Kangaroo-ram-v0),
EnvSpec(Kangaroo-ram-v4),
EnvSpec(Kangaroo-ramDeterministic-v0),
EnvSpec(Kangaroo-ramDeterministic-v4),
EnvSpec(Kangaroo-ramNoFrameskip-v0),
EnvSpec(Kangaroo-ramNoFrameskip-v4),
EnvSpec(Kangaroo-v0),
EnvSpec(Kangaroo-v4), 小游戏寻宝
EnvSpec(KangarooDeterministic-v0),
EnvSpec(KangarooDeterministic-v4),
EnvSpec(KangarooNoFrameskip-v0),
EnvSpec(KangarooNoFrameskip-v4),
EnvSpec(KellyCoinflip-v0),
EnvSpec(KellyCoinflipGeneralized-v0),
EnvSpec(Krull-ram-v0),小游戏
EnvSpec(Krull-ram-v4),
EnvSpec(Krull-ramDeterministic-v0), 小游戏
EnvSpec(Krull-ramDeterministic-v4),
EnvSpec(Krull-ramNoFrameskip-v0),小游戏打怪
EnvSpec(Krull-ramNoFrameskip-v4),
EnvSpec(Krull-v0),
EnvSpec(Krull-v4),
EnvSpec(KrullDeterministic-v0),
EnvSpec(KrullDeterministic-v4), 小游戏
EnvSpec(KrullNoFrameskip-v0),
EnvSpec(KrullNoFrameskip-v4),
EnvSpec(KungFuMaster-ram-v0),
EnvSpec(KungFuMaster-ram-v4),
EnvSpec(KungFuMaster-ramDeterministic-v0),
EnvSpec(KungFuMaster-ramDeterministic-v4),
EnvSpec(KungFuMaster-ramNoFrameskip-v0),
EnvSpec(KungFuMaster-ramNoFrameskip-v4),
EnvSpec(KungFuMaster-v0),
EnvSpec(KungFuMaster-v4),
EnvSpec(KungFuMasterDeterministic-v0),
EnvSpec(KungFuMasterDeterministic-v4),
EnvSpec(KungFuMasterNoFrameskip-v0),
EnvSpec(KungFuMasterNoFrameskip-v4),
EnvSpec(LunarLander-v2),
EnvSpec(LunarLanderContinuous-v2),
EnvSpec(MontezumaRevenge-ram-v0),
EnvSpec(MontezumaRevenge-ram-v4),
EnvSpec(MontezumaRevenge-ramDeterministic-v0),
EnvSpec(MontezumaRevenge-ramDeterministic-v4),
EnvSpec(MontezumaRevenge-ramNoFrameskip-v0),
EnvSpec(MontezumaRevenge-ramNoFrameskip-v4),
EnvSpec(MontezumaRevenge-v0),
EnvSpec(MontezumaRevenge-v4),
EnvSpec(MontezumaRevengeDeterministic-v0),
EnvSpec(MontezumaRevengeDeterministic-v4),
EnvSpec(MontezumaRevengeNoFrameskip-v0),
EnvSpec(MontezumaRevengeNoFrameskip-v4),
EnvSpec(MountainCar-v0),
EnvSpec(MountainCarContinuous-v0),
EnvSpec(MsPacman-ram-v0),
EnvSpec(MsPacman-ram-v4), 小游戏走迷宫
EnvSpec(MsPacman-ramDeterministic-v0),
EnvSpec(MsPacman-ramDeterministic-v4),
EnvSpec(MsPacman-ramNoFrameskip-v0),
EnvSpec(MsPacman-ramNoFrameskip-v4),
EnvSpec(MsPacman-v0),
EnvSpec(MsPacman-v4),
EnvSpec(MsPacmanDeterministic-v0),
EnvSpec(MsPacmanDeterministic-v4),
EnvSpec(MsPacmanNoFrameskip-v0),
EnvSpec(MsPacmanNoFrameskip-v4),
EnvSpec(NChain-v0),
EnvSpec(NameThisGame-ram-v0),
EnvSpec(NameThisGame-ram-v4),
EnvSpec(NameThisGame-ramDeterministic-v0),
EnvSpec(NameThisGame-ramDeterministic-v4),
EnvSpec(NameThisGame-ramNoFrameskip-v0),2d打怪
EnvSpec(NameThisGame-ramNoFrameskip-v4),
EnvSpec(NameThisGame-v0),
EnvSpec(NameThisGame-v4),
EnvSpec(NameThisGameDeterministic-v0),
EnvSpec(NameThisGameDeterministic-v4),
EnvSpec(NameThisGameNoFrameskip-v0),
EnvSpec(NameThisGameNoFrameskip-v4),
EnvSpec(OffSwitchCartpole-v0),
EnvSpec(OffSwitchCartpoleProb-v0),
EnvSpec(OneRoundDeterministicReward-v0),
EnvSpec(OneRoundNondeterministicReward-v0),
EnvSpec(Pendulum-v0),
EnvSpec(Phoenix-ram-v0),
EnvSpec(Phoenix-ram-v4),
EnvSpec(Phoenix-ramDeterministic-v0),
EnvSpec(Phoenix-ramDeterministic-v4),
EnvSpec(Phoenix-ramNoFrameskip-v0),
EnvSpec(Phoenix-ramNoFrameskip-v4),
EnvSpec(Phoenix-v0),
EnvSpec(Phoenix-v4),
EnvSpec(PhoenixDeterministic-v0),
EnvSpec(PhoenixDeterministic-v4), 2d移动打怪小游戏
EnvSpec(PhoenixNoFrameskip-v0),
EnvSpec(PhoenixNoFrameskip-v4),
EnvSpec(Pitfall-ram-v0),
EnvSpec(Pitfall-ram-v4),
EnvSpec(Pitfall-ramDeterministic-v0),
EnvSpec(Pitfall-ramDeterministic-v4),
EnvSpec(Pitfall-ramNoFrameskip-v0),
EnvSpec(Pitfall-ramNoFrameskip-v4),
EnvSpec(Pitfall-v0),
EnvSpec(Pitfall-v4), 小游戏
EnvSpec(PitfallDeterministic-v0),
EnvSpec(PitfallDeterministic-v4),
EnvSpec(PitfallNoFrameskip-v0),
EnvSpec(PitfallNoFrameskip-v4),
EnvSpec(Pong-ram-v0),
EnvSpec(Pong-ram-v4),
EnvSpec(Pong-ramDeterministic-v0),
EnvSpec(Pong-ramDeterministic-v4),
EnvSpec(Pong-ramNoFrameskip-v0),
EnvSpec(Pong-ramNoFrameskip-v4),
EnvSpec(Pong-v0),
EnvSpec(Pong-v4), 小游戏乒乓球
EnvSpec(PongDeterministic-v0),
EnvSpec(PongDeterministic-v4),
EnvSpec(PongNoFrameskip-v0),
EnvSpec(PongNoFrameskip-v4),
EnvSpec(Pooyan-ram-v0),
EnvSpec(Pooyan-ram-v4), 小游戏
EnvSpec(Pooyan-ramDeterministic-v0),
EnvSpec(Pooyan-ramDeterministic-v4),
EnvSpec(Pooyan-ramNoFrameskip-v0),
EnvSpec(Pooyan-ramNoFrameskip-v4),
EnvSpec(Pooyan-v0), 2d飞行小游戏
EnvSpec(Pooyan-v4),
EnvSpec(PooyanDeterministic-v0),
EnvSpec(PooyanDeterministic-v4),
EnvSpec(PooyanNoFrameskip-v0), 2d小游戏打怪
EnvSpec(PooyanNoFrameskip-v4), 2d打怪小游戏
EnvSpec(PredictActionsCartpole-v0),
EnvSpec(PredictObsCartpole-v0),
EnvSpec(PrivateEye-ram-v0),
EnvSpec(PrivateEye-ram-v4),
EnvSpec(PrivateEye-ramDeterministic-v0),
EnvSpec(PrivateEye-ramDeterministic-v4),
EnvSpec(PrivateEye-ramNoFrameskip-v0),
EnvSpec(PrivateEye-ramNoFrameskip-v4),
EnvSpec(PrivateEye-v0),
EnvSpec(PrivateEye-v4),
EnvSpec(PrivateEyeDeterministic-v0),
EnvSpec(PrivateEyeDeterministic-v4),
EnvSpec(PrivateEyeNoFrameskip-v0),
EnvSpec(PrivateEyeNoFrameskip-v4),
EnvSpec(Pusher-v2),
EnvSpec(Qbert-ram-v0),
EnvSpec(Qbert-ram-v4),
EnvSpec(Qbert-ramDeterministic-v0),
EnvSpec(Qbert-ramDeterministic-v4),
EnvSpec(Qbert-ramNoFrameskip-v0),
EnvSpec(Qbert-ramNoFrameskip-v4),
EnvSpec(Qbert-v0),
EnvSpec(Qbert-v4),
EnvSpec(QbertDeterministic-v0),
EnvSpec(QbertDeterministic-v4),
EnvSpec(QbertNoFrameskip-v0),
EnvSpec(QbertNoFrameskip-v4),小游戏跳塔
EnvSpec(Reacher-v2),
EnvSpec(RepeatCopy-v0),
EnvSpec(Reverse-v0),
EnvSpec(ReversedAddition-v0),
EnvSpec(ReversedAddition3-v0),
EnvSpec(Riverraid-ram-v0),
EnvSpec(Riverraid-ram-v4),
EnvSpec(Riverraid-ramDeterministic-v0),
EnvSpec(Riverraid-ramNoFrameskip-v0),
EnvSpec(Riverraid-ramNoFrameskip-v4),
EnvSpec(Riverraid-v0),
EnvSpec(Riverraid-v4),
EnvSpec(RiverraidDeterministic-v0),
EnvSpec(RiverraidDeterministic-v4),
EnvSpec(RiverraidNoFrameskip-v0),
EnvSpec(RiverraidNoFrameskip-v4),
EnvSpec(RoadRunner-ram-v0), 2d博弈
EnvSpec(RoadRunner-ram-v4),
EnvSpec(RoadRunner-ramDeterministic-v0),
EnvSpec(RoadRunner-ramDeterministic-v4),
EnvSpec(RoadRunner-ramNoFrameskip-v0),
EnvSpec(RoadRunner-ramNoFrameskip-v4),
EnvSpec(RoadRunner-v0), 小游戏博弈
EnvSpec(RoadRunner-v4),
EnvSpec(RoadRunnerDeterministic-v0),
EnvSpec(RoadRunnerDeterministic-v4),
EnvSpec(RoadRunnerNoFrameskip-v0),
EnvSpec(RoadRunnerNoFrameskip-v4),
EnvSpec(Robotank-ram-v0), 小游戏打靶
EnvSpec(Robotank-ram-v4),
EnvSpec(Robotank-ramDeterministic-v0),
EnvSpec(Robotank-ramDeterministic-v4),
EnvSpec(Robotank-ramNoFrameskip-v0),
EnvSpec(Robotank-ramNoFrameskip-v4),
EnvSpec(Robotank-v0),
EnvSpec(Robotank-v4),
EnvSpec(RobotankDeterministic-v0),
EnvSpec(RobotankDeterministic-v4),
EnvSpec(RobotankNoFrameskip-v0),
EnvSpec(RobotankNoFrameskip-v4),
EnvSpec(Roulette-v0), 错误
EnvSpec(Seaquest-ram-v0), 小游戏2d左右打怪
EnvSpec(Seaquest-ram-v4),
EnvSpec(Seaquest-ramDeterministic-v0),
EnvSpec(Seaquest-ramDeterministic-v4),
EnvSpec(Seaquest-ramNoFrameskip-v0),
EnvSpec(Seaquest-ramNoFrameskip-v4),
EnvSpec(Seaquest-v0),
EnvSpec(Seaquest-v4),
EnvSpec(SeaquestDeterministic-v0),
EnvSpec(SeaquestDeterministic-v4),
EnvSpec(SeaquestNoFrameskip-v0),
EnvSpec(SeaquestNoFrameskip-v4),
EnvSpec(SemisuperPendulumDecay-v0),
EnvSpec(SemisuperPendulumNoise-v0),
EnvSpec(SemisuperPendulumRandom-v0),
EnvSpec(Skiing-ram-v0),
EnvSpec(Skiing-ram-v4),
EnvSpec(Skiing-ramDeterministic-v0),
EnvSpec(Skiing-ramDeterministic-v4),
EnvSpec(Skiing-ramNoFrameskip-v0),
EnvSpec(Skiing-ramNoFrameskip-v4),
EnvSpec(Skiing-v0), 小游戏滑雪
EnvSpec(Skiing-v4),
EnvSpec(SkiingDeterministic-v0),
EnvSpec(SkiingDeterministic-v4),
EnvSpec(SkiingNoFrameskip-v0),
EnvSpec(SkiingNoFrameskip-v4),
EnvSpec(Solaris-ram-v0),
EnvSpec(Solaris-ram-v4),
EnvSpec(Solaris-ramDeterministic-v0),
EnvSpec(Solaris-ramDeterministic-v4),
EnvSpec(Solaris-ramNoFrameskip-v0),
EnvSpec(Solaris-ramNoFrameskip-v4),
EnvSpec(Solaris-v0),
EnvSpec(Solaris-v4),
EnvSpec(SolarisDeterministic-v0),
EnvSpec(SolarisDeterministic-v4),
EnvSpec(SolarisNoFrameskip-v0),
EnvSpec(SolarisNoFrameskip-v4),2d飞行类似小游戏
EnvSpec(SpaceInvaders-ram-v0),
EnvSpec(SpaceInvaders-ram-v4),
EnvSpec(SpaceInvaders-ramDeterministic-v0),
EnvSpec(SpaceInvaders-ramDeterministic-v4),
EnvSpec(SpaceInvaders-ramNoFrameskip-v0),
EnvSpec(SpaceInvaders-ramNoFrameskip-v4),
EnvSpec(SpaceInvaders-v0),
EnvSpec(SpaceInvaders-v4),
EnvSpec(SpaceInvadersDeterministic-v0),
EnvSpec(SpaceInvadersDeterministic-v4),
EnvSpec(SpaceInvadersNoFrameskip-v0),
EnvSpec(SpaceInvadersNoFrameskip-v4),
EnvSpec(StarGunner-ram-v0),
EnvSpec(StarGunner-ram-v4),
EnvSpec(StarGunner-ramDeterministic-v0),
EnvSpec(StarGunner-ramDeterministic-v4),
EnvSpec(StarGunner-ramNoFrameskip-v0),
EnvSpec(StarGunner-ramNoFrameskip-v4),
EnvSpec(StarGunner-v0),
EnvSpec(StarGunner-v4),
EnvSpec(StarGunnerDeterministic-v0),小游戏2d飞行
EnvSpec(StarGunnerDeterministic-v4),
EnvSpec(StarGunnerNoFrameskip-v0),
EnvSpec(StarGunnerNoFrameskip-v4),
EnvSpec(Striker-v2),
EnvSpec(Swimmer-v2),
EnvSpec(Taxi-v2),
EnvSpec(Tennis-ram-v0),
EnvSpec(Tennis-ram-v4),
EnvSpec(Tennis-ramDeterministic-v0),
EnvSpec(Tennis-ramDeterministic-v4),
EnvSpec(Tennis-ramNoFrameskip-v0),
EnvSpec(Tennis-ramNoFrameskip-v4), 网球小游戏
EnvSpec(Tennis-v0), 网球
EnvSpec(Tennis-v4),
EnvSpec(TennisDeterministic-v0), 小游戏打网球
EnvSpec(TennisDeterministic-v4), 网球小游戏
EnvSpec(TennisNoFrameskip-v0),
EnvSpec(TennisNoFrameskip-v4),
EnvSpec(Thrower-v2),
EnvSpec(TimePilot-ram-v0),
EnvSpec(TimePilot-ram-v4),
EnvSpec(TimePilot-ramDeterministic-v0), 小游戏飞云打怪
EnvSpec(TimePilot-ramDeterministic-v4),
EnvSpec(TimePilot-ramNoFrameskip-v0),
EnvSpec(TimePilot-ramNoFrameskip-v4),
EnvSpec(TimePilot-v0),
EnvSpec(TimePilot-v4),
EnvSpec(TimePilotDeterministic-v0), 小游戏飞云打怪
EnvSpec(TimePilotDeterministic-v4),
EnvSpec(TimePilotNoFrameskip-v0),
EnvSpec(TimePilotNoFrameskip-v4),
EnvSpec(Tutankham-ram-v0),
EnvSpec(Tutankham-ram-v4), 小游戏
EnvSpec(Tutankham-ramDeterministic-v0),
EnvSpec(Tutankham-ramDeterministic-v4),
EnvSpec(Tutankham-ramNoFrameskip-v0),
EnvSpec(Tutankham-ramNoFrameskip-v4),
EnvSpec(Tutankham-v0), 小游戏打怪
EnvSpec(Tutankham-v4),
EnvSpec(TutankhamDeterministic-v0),
EnvSpec(TutankhamDeterministic-v4),
EnvSpec(TutankhamNoFrameskip-v0),
EnvSpec(TutankhamNoFrameskip-v4),
EnvSpec(TwoRoundDeterministicReward-v0),
EnvSpec(TwoRoundNondeterministicReward-v0),
EnvSpec(UpNDown-ram-v0),
EnvSpec(UpNDown-ram-v4),
EnvSpec(UpNDown-ramDeterministic-v0), 小路上开车小游戏
EnvSpec(UpNDown-ramDeterministic-v4),
EnvSpec(UpNDown-ramNoFrameskip-v0),
EnvSpec(UpNDown-ramNoFrameskip-v4),
EnvSpec(UpNDown-v0), 小路上开车小游戏
EnvSpec(UpNDown-v4),
EnvSpec(UpNDownDeterministic-v0),
EnvSpec(UpNDownDeterministic-v4),
EnvSpec(UpNDownNoFrameskip-v0),
EnvSpec(UpNDownNoFrameskip-v4),
EnvSpec(Venture-ram-v0),
EnvSpec(Venture-ram-v4),
EnvSpec(Venture-ramDeterministic-v0),
EnvSpec(Venture-ramDeterministic-v4),
EnvSpec(Venture-ramNoFrameskip-v0),
EnvSpec(Venture-ramNoFrameskip-v4),
EnvSpec(Venture-v0),
EnvSpec(Venture-v4),
EnvSpec(VentureDeterministic-v0),
EnvSpec(VentureDeterministic-v4),
EnvSpec(VentureNoFrameskip-v0),
EnvSpec(VentureNoFrameskip-v4),
EnvSpec(VideoPinball-ram-v0),
EnvSpec(VideoPinball-ram-v4),
EnvSpec(VideoPinball-ramDeterministic-v0),
EnvSpec(VideoPinball-ramDeterministic-v4),
EnvSpec(VideoPinball-ramNoFrameskip-v0),
EnvSpec(VideoPinball-ramNoFrameskip-v4),
EnvSpec(VideoPinball-v0),
EnvSpec(VideoPinball-v4),小游戏弹球
EnvSpec(VideoPinballDeterministic-v0),
EnvSpec(VideoPinballDeterministic-v4),
EnvSpec(VideoPinballNoFrameskip-v0),
EnvSpec(VideoPinballNoFrameskip-v4),
EnvSpec(Walker2d-v2), 错误
EnvSpec(WizardOfWor-ram-v0),
EnvSpec(WizardOfWor-ram-v4),
EnvSpec(WizardOfWor-ramDeterministic-v0),
EnvSpec(WizardOfWor-ramDeterministic-v4),
EnvSpec(WizardOfWor-ramNoFrameskip-v0),
EnvSpec(WizardOfWor-ramNoFrameskip-v4),
EnvSpec(WizardOfWor-v0),
EnvSpec(WizardOfWor-v4), 小游戏迷宫
EnvSpec(WizardOfWorDeterministic-v0),
EnvSpec(WizardOfWorDeterministic-v4),
EnvSpec(WizardOfWorNoFrameskip-v0),
EnvSpec(WizardOfWorNoFrameskip-v4),
EnvSpec(YarsRevenge-ram-v0),
EnvSpec(YarsRevenge-ram-v4),
EnvSpec(YarsRevenge-ramDeterministic-v0),
EnvSpec(YarsRevenge-ramDeterministic-v4),
EnvSpec(YarsRevenge-ramNoFrameskip-v0),
EnvSpec(YarsRevenge-ramNoFrameskip-v4),
EnvSpec(YarsRevenge-v0),
EnvSpec(YarsRevenge-v4), 小游戏2d飞行打怪
EnvSpec(YarsRevengeDeterministic-v0),
EnvSpec(YarsRevengeDeterministic-v4),
EnvSpec(YarsRevengeNoFrameskip-v0),
EnvSpec(YarsRevengeNoFrameskip-v4), 2d打怪小游戏
EnvSpec(Zaxxon-ram-v0),
EnvSpec(Zaxxon-ram-v4), 小游戏打怪
EnvSpec(Zaxxon-ramDeterministic-v0),
EnvSpec(Zaxxon-ramDeterministic-v4),
EnvSpec(Zaxxon-ramNoFrameskip-v0),小游戏越过墙打怪
EnvSpec(Zaxxon-ramNoFrameskip-v4),
EnvSpec(Zaxxon-v0),
EnvSpec(Zaxxon-v4),
EnvSpec(ZaxxonDeterministic-v0),
EnvSpec(ZaxxonDeterministic-v4),
EnvSpec(ZaxxonNoFrameskip-v0),小游戏打怪
EnvSpec(ZaxxonNoFrameskip-v4),