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Table of environments
Trevor Blackwell edited this page Mar 15, 2017
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7 revisions
Here is a synopsis of the environments as of 2016-06-20, in order by space dimensionality. See discussion and code in Write more documentation about environments: Issue #106.
|Environment Id|Observation Space|Action Space|Reward Range|tStepL|Trials|rThresh
|---|---|---|---|---|---|---|---|---|---|
| [TimePilot-ram-v0](https://gym.openai.com/envs/TimePilot-ram-v0)|Box(128,)|Discrete(10)|(-inf, inf)|10000|100|None|
| [Amidar-ram-v0](https://gym.openai.com/envs/Amidar-ram-v0)|Box(128,)|Discrete(10)|(-inf, inf)|10000|100|None|
| [WizardOfWor-ram-v0](https://gym.openai.com/envs/WizardOfWor-ram-v0)|Box(128,)|Discrete(10)|(-inf, inf)|10000|100|None|
| [Asteroids-ram-v0](https://gym.openai.com/envs/Asteroids-ram-v0)|Box(128,)|Discrete(14)|(-inf, inf)|10000|100|None|
| [KungFuMaster-ram-v0](https://gym.openai.com/envs/KungFuMaster-ram-v0)|Box(128,)|Discrete(14)|(-inf, inf)|10000|100|None|
| [JourneyEscape-ram-v0](https://gym.openai.com/envs/JourneyEscape-ram-v0)|Box(128,)|Discrete(16)|(-inf, inf)|10000|100|None|
| [Robotank-ram-v0](https://gym.openai.com/envs/Robotank-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Berzerk-ram-v0](https://gym.openai.com/envs/Berzerk-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [ChopperCommand-ram-v0](https://gym.openai.com/envs/ChopperCommand-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [DoubleDunk-ram-v0](https://gym.openai.com/envs/DoubleDunk-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Gravitar-ram-v0](https://gym.openai.com/envs/Gravitar-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [YarsRevenge-ram-v0](https://gym.openai.com/envs/YarsRevenge-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Krull-ram-v0](https://gym.openai.com/envs/Krull-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [PrivateEye-ram-v0](https://gym.openai.com/envs/PrivateEye-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Seaquest-ram-v0](https://gym.openai.com/envs/Seaquest-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Solaris-ram-v0](https://gym.openai.com/envs/Solaris-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [ElevatorAction-ram-v0](https://gym.openai.com/envs/ElevatorAction-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Frostbite-ram-v0](https://gym.openai.com/envs/Frostbite-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [BankHeist-ram-v0](https://gym.openai.com/envs/BankHeist-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Venture-ram-v0](https://gym.openai.com/envs/Venture-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Zaxxon-ram-v0](https://gym.openai.com/envs/Zaxxon-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Tennis-ram-v0](https://gym.openai.com/envs/Tennis-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [FishingDerby-ram-v0](https://gym.openai.com/envs/FishingDerby-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Kangaroo-ram-v0](https://gym.openai.com/envs/Kangaroo-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Alien-ram-v0](https://gym.openai.com/envs/Alien-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [BattleZone-ram-v0](https://gym.openai.com/envs/BattleZone-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [IceHockey-ram-v0](https://gym.openai.com/envs/IceHockey-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Boxing-ram-v0](https://gym.openai.com/envs/Boxing-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Riverraid-ram-v0](https://gym.openai.com/envs/Riverraid-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [StarGunner-ram-v0](https://gym.openai.com/envs/StarGunner-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Pitfall-ram-v0](https://gym.openai.com/envs/Pitfall-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [MontezumaRevenge-ram-v0](https://gym.openai.com/envs/MontezumaRevenge-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Centipede-ram-v0](https://gym.openai.com/envs/Centipede-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [RoadRunner-ram-v0](https://gym.openai.com/envs/RoadRunner-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Jamesbond-ram-v0](https://gym.openai.com/envs/Jamesbond-ram-v0)|Box(128,)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Skiing-ram-v0](https://gym.openai.com/envs/Skiing-ram-v0)|Box(128,)|Discrete(3)|(-inf, inf)|10000|100|None|
| [Freeway-ram-v0](https://gym.openai.com/envs/Freeway-ram-v0)|Box(128,)|Discrete(3)|(-inf, inf)|10000|100|None|
| [Atlantis-ram-v0](https://gym.openai.com/envs/Atlantis-ram-v0)|Box(128,)|Discrete(4)|(-inf, inf)|10000|100|None|
| [Pooyan-ram-v0](https://gym.openai.com/envs/Pooyan-ram-v0)|Box(128,)|Discrete(6)|(-inf, inf)|10000|100|None|
| [SpaceInvaders-ram-v0](https://gym.openai.com/envs/SpaceInvaders-ram-v0)|Box(128,)|Discrete(6)|(-inf, inf)|10000|100|None|
| [AirRaid-ram-v0](https://gym.openai.com/envs/AirRaid-ram-v0)|Box(128,)|Discrete(6)|(-inf, inf)|10000|100|None|
| [Carnival-ram-v0](https://gym.openai.com/envs/Carnival-ram-v0)|Box(128,)|Discrete(6)|(-inf, inf)|10000|100|None|
| [Bowling-ram-v0](https://gym.openai.com/envs/Bowling-ram-v0)|Box(128,)|Discrete(6)|(-inf, inf)|10000|100|None|
| [DemonAttack-ram-v0](https://gym.openai.com/envs/DemonAttack-ram-v0)|Box(128,)|Discrete(6)|(-inf, inf)|10000|100|None|
| [NameThisGame-ram-v0](https://gym.openai.com/envs/NameThisGame-ram-v0)|Box(128,)|Discrete(6)|(-inf, inf)|10000|100|None|
| [Pong-ram-v0](https://gym.openai.com/envs/Pong-ram-v0)|Box(128,)|Discrete(6)|(-inf, inf)|10000|100|None|
| [Breakout-ram-v0](https://gym.openai.com/envs/Breakout-ram-v0)|Box(128,)|Discrete(6)|(-inf, inf)|10000|100|None|
| [Qbert-ram-v0](https://gym.openai.com/envs/Qbert-ram-v0)|Box(128,)|Discrete(6)|(-inf, inf)|10000|100|None|
| [UpNDown-ram-v0](https://gym.openai.com/envs/UpNDown-ram-v0)|Box(128,)|Discrete(6)|(-inf, inf)|10000|100|None|
| [Assault-ram-v0](https://gym.openai.com/envs/Assault-ram-v0)|Box(128,)|Discrete(7)|(-inf, inf)|10000|100|None|
| [Phoenix-ram-v0](https://gym.openai.com/envs/Phoenix-ram-v0)|Box(128,)|Discrete(8)|(-inf, inf)|10000|100|None|
| [Gopher-ram-v0](https://gym.openai.com/envs/Gopher-ram-v0)|Box(128,)|Discrete(8)|(-inf, inf)|10000|100|None|
| [Tutankham-ram-v0](https://gym.openai.com/envs/Tutankham-ram-v0)|Box(128,)|Discrete(8)|(-inf, inf)|10000|100|None|
| [Enduro-ram-v0](https://gym.openai.com/envs/Enduro-ram-v0)|Box(128,)|Discrete(9)|(-inf, inf)|10000|100|None|
| [BeamRider-ram-v0](https://gym.openai.com/envs/BeamRider-ram-v0)|Box(128,)|Discrete(9)|(-inf, inf)|10000|100|None|
| [Asterix-ram-v0](https://gym.openai.com/envs/Asterix-ram-v0)|Box(128,)|Discrete(9)|(-inf, inf)|10000|100|None|
| [CrazyClimber-ram-v0](https://gym.openai.com/envs/CrazyClimber-ram-v0)|Box(128,)|Discrete(9)|(-inf, inf)|10000|100|None|
| [MsPacman-ram-v0](https://gym.openai.com/envs/MsPacman-ram-v0)|Box(128,)|Discrete(9)|(-inf, inf)|10000|100|None|
| [VideoPinball-ram-v0](https://gym.openai.com/envs/VideoPinball-ram-v0)|Box(128,)|Discrete(9)|(-inf, inf)|10000|100|None|
| [MountainCar-v0](https://gym.openai.com/envs/MountainCar-v0)|Box(2,)|Discrete(3)|(-inf, inf)|200|100|-110.0|
| [CNNClassifierTraining-v0](https://gym.openai.com/envs/CNNClassifierTraining-v0)|Box(2,)|Tuple(Box(1,), Box(1,), Box(1,), Box(1,), Box(1,), Box(1,), Box(5, 2), Box(2, 2))|(-inf, inf)|1000|100|None|
| [TimePilot-v0](https://gym.openai.com/envs/TimePilot-v0)|Box(210, 160, 3)|Discrete(10)|(-inf, inf)|10000|100|None|
| [Asteroids-v0](https://gym.openai.com/envs/Asteroids-v0)|Box(210, 160, 3)|Discrete(14)|(-inf, inf)|10000|100|None|
| [KungFuMaster-v0](https://gym.openai.com/envs/KungFuMaster-v0)|Box(210, 160, 3)|Discrete(14)|(-inf, inf)|10000|100|None|
| [Alien-v0](https://gym.openai.com/envs/Alien-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Berzerk-v0](https://gym.openai.com/envs/Berzerk-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [MontezumaRevenge-v0](https://gym.openai.com/envs/MontezumaRevenge-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Zaxxon-v0](https://gym.openai.com/envs/Zaxxon-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Venture-v0](https://gym.openai.com/envs/Venture-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Frostbite-v0](https://gym.openai.com/envs/Frostbite-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Seaquest-v0](https://gym.openai.com/envs/Seaquest-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Pitfall-v0](https://gym.openai.com/envs/Pitfall-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [ElevatorAction-v0](https://gym.openai.com/envs/ElevatorAction-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [FishingDerby-v0](https://gym.openai.com/envs/FishingDerby-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Robotank-v0](https://gym.openai.com/envs/Robotank-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Jamesbond-v0](https://gym.openai.com/envs/Jamesbond-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [PrivateEye-v0](https://gym.openai.com/envs/PrivateEye-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [StarGunner-v0](https://gym.openai.com/envs/StarGunner-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [YarsRevenge-v0](https://gym.openai.com/envs/YarsRevenge-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Boxing-v0](https://gym.openai.com/envs/Boxing-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Solaris-v0](https://gym.openai.com/envs/Solaris-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [BattleZone-v0](https://gym.openai.com/envs/BattleZone-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Gravitar-v0](https://gym.openai.com/envs/Gravitar-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [RoadRunner-v0](https://gym.openai.com/envs/RoadRunner-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Krull-v0](https://gym.openai.com/envs/Krull-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Riverraid-v0](https://gym.openai.com/envs/Riverraid-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [ChopperCommand-v0](https://gym.openai.com/envs/ChopperCommand-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [IceHockey-v0](https://gym.openai.com/envs/IceHockey-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Kangaroo-v0](https://gym.openai.com/envs/Kangaroo-v0)|Box(210, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Freeway-v0](https://gym.openai.com/envs/Freeway-v0)|Box(210, 160, 3)|Discrete(3)|(-inf, inf)|10000|100|None|
| [Atlantis-v0](https://gym.openai.com/envs/Atlantis-v0)|Box(210, 160, 3)|Discrete(4)|(-inf, inf)|10000|100|None|
| [DemonAttack-v0](https://gym.openai.com/envs/DemonAttack-v0)|Box(210, 160, 3)|Discrete(6)|(-inf, inf)|10000|100|None|
| [NameThisGame-v0](https://gym.openai.com/envs/NameThisGame-v0)|Box(210, 160, 3)|Discrete(6)|(-inf, inf)|10000|100|None|
| [Bowling-v0](https://gym.openai.com/envs/Bowling-v0)|Box(210, 160, 3)|Discrete(6)|(-inf, inf)|10000|100|None|
| [Qbert-v0](https://gym.openai.com/envs/Qbert-v0)|Box(210, 160, 3)|Discrete(6)|(-inf, inf)|10000|100|None|
| [UpNDown-v0](https://gym.openai.com/envs/UpNDown-v0)|Box(210, 160, 3)|Discrete(6)|(-inf, inf)|10000|100|None|
| [Pong-v0](https://gym.openai.com/envs/Pong-v0)|Box(210, 160, 3)|Discrete(6)|(-inf, inf)|10000|100|None|
| [Breakout-v0](https://gym.openai.com/envs/Breakout-v0)|Box(210, 160, 3)|Discrete(6)|(-inf, inf)|10000|100|None|
| [SpaceInvaders-v0](https://gym.openai.com/envs/SpaceInvaders-v0)|Box(210, 160, 3)|Discrete(6)|(-inf, inf)|10000|100|None|
| [Phoenix-v0](https://gym.openai.com/envs/Phoenix-v0)|Box(210, 160, 3)|Discrete(8)|(-inf, inf)|10000|100|None|
| [BeamRider-v0](https://gym.openai.com/envs/BeamRider-v0)|Box(210, 160, 3)|Discrete(9)|(-inf, inf)|10000|100|None|
| [Asterix-v0](https://gym.openai.com/envs/Asterix-v0)|Box(210, 160, 3)|Discrete(9)|(-inf, inf)|10000|100|None|
| [CrazyClimber-v0](https://gym.openai.com/envs/CrazyClimber-v0)|Box(210, 160, 3)|Discrete(9)|(-inf, inf)|10000|100|None|
| [Enduro-v0](https://gym.openai.com/envs/Enduro-v0)|Box(210, 160, 3)|Discrete(9)|(-inf, inf)|10000|100|None|
| [MsPacman-v0](https://gym.openai.com/envs/MsPacman-v0)|Box(210, 160, 3)|Discrete(9)|(-inf, inf)|10000|100|None|
| [JourneyEscape-v0](https://gym.openai.com/envs/JourneyEscape-v0)|Box(230, 160, 3)|Discrete(16)|(-inf, inf)|10000|100|None|
| [Amidar-v0](https://gym.openai.com/envs/Amidar-v0)|Box(250, 160, 3)|Discrete(10)|(-inf, inf)|10000|100|None|
| [WizardOfWor-v0](https://gym.openai.com/envs/WizardOfWor-v0)|Box(250, 160, 3)|Discrete(10)|(-inf, inf)|10000|100|None|
| [DoubleDunk-v0](https://gym.openai.com/envs/DoubleDunk-v0)|Box(250, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Centipede-v0](https://gym.openai.com/envs/Centipede-v0)|Box(250, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Tennis-v0](https://gym.openai.com/envs/Tennis-v0)|Box(250, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [BankHeist-v0](https://gym.openai.com/envs/BankHeist-v0)|Box(250, 160, 3)|Discrete(18)|(-inf, inf)|10000|100|None|
| [Skiing-v0](https://gym.openai.com/envs/Skiing-v0)|Box(250, 160, 3)|Discrete(3)|(-inf, inf)|10000|100|None|
| [Carnival-v0](https://gym.openai.com/envs/Carnival-v0)|Box(250, 160, 3)|Discrete(6)|(-inf, inf)|10000|100|None|
| [Pooyan-v0](https://gym.openai.com/envs/Pooyan-v0)|Box(250, 160, 3)|Discrete(6)|(-inf, inf)|10000|100|None|
| [AirRaid-v0](https://gym.openai.com/envs/AirRaid-v0)|Box(250, 160, 3)|Discrete(6)|(-inf, inf)|10000|100|None|
| [Assault-v0](https://gym.openai.com/envs/Assault-v0)|Box(250, 160, 3)|Discrete(7)|(-inf, inf)|10000|100|None|
| [Tutankham-v0](https://gym.openai.com/envs/Tutankham-v0)|Box(250, 160, 3)|Discrete(8)|(-inf, inf)|10000|100|None|
| [Gopher-v0](https://gym.openai.com/envs/Gopher-v0)|Box(250, 160, 3)|Discrete(8)|(-inf, inf)|10000|100|None|
| [VideoPinball-v0](https://gym.openai.com/envs/VideoPinball-v0)|Box(250, 160, 3)|Discrete(9)|(-inf, inf)|10000|100|None|
| [Go19x19-v0](https://gym.openai.com/envs/Go19x19-v0)|Box(3, 19, 19)|Discrete(363)|(-inf, inf)|1000|100|None|
| [Hex9x9-v0](https://gym.openai.com/envs/Hex9x9-v0)|Box(3, 9, 9)|Discrete(82)|(-inf, inf)|1000|100|None|
| [Go9x9-v0](https://gym.openai.com/envs/Go9x9-v0)|Box(3, 9, 9)|Discrete(83)|(-inf, inf)|1000|100|None|
| [SemiSupervisedPendulumRandom-v0](https://gym.openai.com/envs/SemiSupervisedPendulumRandom-v0)|Box(3,)|Box(1,)|(-inf, inf)|1000|100|None|
| [SemiSupervisedPendulumDecay-v0](https://gym.openai.com/envs/SemiSupervisedPendulumDecay-v0)|Box(3,)|Box(1,)|(-inf, inf)|1000|100|None|
| [SemiSupervisedPendulumNoise-v0](https://gym.openai.com/envs/SemiSupervisedPendulumNoise-v0)|Box(3,)|Box(1,)|(-inf, inf)|1000|100|None|
| [Pendulum-v0](https://gym.openai.com/envs/Pendulum-v0)|Box(3,)|Box(1,)|(-inf, inf)|200|100|None|
| [CartPole-v0](https://gym.openai.com/envs/CartPole-v0)|Box(4,)|Discrete(2)|(-inf, inf)|200|100|195.0|
| [Acrobot-v0](https://gym.openai.com/envs/Acrobot-v0)|Box(4,)|Discrete(3)|(-inf, inf)|200|100|-100|
| [InterpretabilityCartpoleObservations-v0](https://gym.openai.com/envs/InterpretabilityCartpoleObservations-v0)|Box(4,)|Tuple(Discrete(2), Box(4,), Box(4,), Box(4,), Box(4,), Box(4,))|(-inf, inf)|1000|100|None|
| [InterpretabilityCartpoleActions-v0](https://gym.openai.com/envs/InterpretabilityCartpoleActions-v0)|Box(4,)|Tuple(Discrete(2), Discrete(2), Discrete(2), Discrete(2), Discrete(2), Discrete(2))|(-inf, inf)|1000|100|None|
| [DoomTakeCover-v0](https://gym.openai.com/envs/DoomTakeCover-v0)|Box(480, 640, 3)|High-Low(2, 3)|(-inf, inf)|1000|100|None|
| [DoomDefendCenter-v0](https://gym.openai.com/envs/DoomDefendCenter-v0)|Box(480, 640, 3)|High-Low(3, 3)|(-inf, inf)|1000|100|None|
| [DoomHealthGathering-v0](https://gym.openai.com/envs/DoomHealthGathering-v0)|Box(480, 640, 3)|High-Low(3, 3)|(-inf, inf)|1000|100|None|
| [DoomPredictPosition-v0](https://gym.openai.com/envs/DoomPredictPosition-v0)|Box(480, 640, 3)|High-Low(3, 3)|(-inf, inf)|1000|100|None|
| [DoomBasic-v0](https://gym.openai.com/envs/DoomBasic-v0)|Box(480, 640, 3)|High-Low(3, 3)|(-inf, inf)|1000|100|None|
| [DoomMyWayHome-v0](https://gym.openai.com/envs/DoomMyWayHome-v0)|Box(480, 640, 3)|High-Low(3, 3)|(-inf, inf)|1000|100|None|
| [DoomDefendLine-v0](https://gym.openai.com/envs/DoomDefendLine-v0)|Box(480, 640, 3)|High-Low(3, 3)|(-inf, inf)|1000|100|None|
| [DoomDeathmatch-v0](https://gym.openai.com/envs/DoomDeathmatch-v0)|Box(480, 640, 3)|High-Low(44, 3)|(-inf, inf)|1000|100|None|
| [DoomCorridor-v0](https://gym.openai.com/envs/DoomCorridor-v0)|Box(480, 640, 3)|High-Low(6, 3)|(-inf, inf)|1000|100|None|
| [ConvergenceControl-v0](https://gym.openai.com/envs/ConvergenceControl-v0)|Box(6,)|Tuple(Box(1,), Box(1,), Box(1,), Box(1,), Box(1,), Box(1,))|(-inf, inf)|1000|100|None|
| [OneRoundNondeterministicReward-v0](https://gym.openai.com/envs/OneRoundNondeterministicReward-v0)|Discrete(1)|Discrete(2)|(-inf, inf)|1000|100|None|
| [OneRoundDeterministicReward-v0](https://gym.openai.com/envs/OneRoundDeterministicReward-v0)|Discrete(1)|Discrete(2)|(-inf, inf)|1000|100|None|
| [Roulette-v0](https://gym.openai.com/envs/Roulette-v0)|Discrete(1)|Discrete(38)|(-inf, inf)|100|100|None|
| [FrozenLake-v0](https://gym.openai.com/envs/FrozenLake-v0)|Discrete(16)|Discrete(4)|(-inf, inf)|100|100|0.78|
| [TwoRoundDeterministicReward-v0](https://gym.openai.com/envs/TwoRoundDeterministicReward-v0)|Discrete(3)|Discrete(2)|(-inf, inf)|1000|100|None|
| [TwoRoundNondeterministicReward-v0](https://gym.openai.com/envs/TwoRoundNondeterministicReward-v0)|Discrete(3)|Discrete(2)|(-inf, inf)|1000|100|None|
| [Reverse-v0](https://gym.openai.com/envs/Reverse-v0)|Discrete(3)|Tuple(Discrete(2), Discrete(2), Discrete(2))|(-inf, inf)|200|100|25.0|
| [ReversedAddition-v0](https://gym.openai.com/envs/ReversedAddition-v0)|Discrete(4)|Tuple(Discrete(4), Discrete(2), Discrete(3))|(-inf, inf)|200|100|25.0|
| [ReversedAddition3-v0](https://gym.openai.com/envs/ReversedAddition3-v0)|Discrete(4)|Tuple(Discrete(4), Discrete(2), Discrete(3))|(-inf, inf)|200|100|25.0|
| [NChain-v0](https://gym.openai.com/envs/NChain-v0)|Discrete(5)|Discrete(2)|(-inf, inf)|1000|100|None|
| [Taxi-v1](https://gym.openai.com/envs/Taxi-v1)|Discrete(500)|Discrete(6)|(-inf, inf)|200|100|9.7|
| [Copy-v0](https://gym.openai.com/envs/Copy-v0)|Discrete(6)|Tuple(Discrete(2), Discrete(2), Discrete(5))|(-inf, inf)|200|100|25.0|
| [RepeatCopy-v0](https://gym.openai.com/envs/RepeatCopy-v0)|Discrete(6)|Tuple(Discrete(2), Discrete(2), Discrete(5))|(-inf, inf)|200|100|75.0|
| [DuplicatedInput-v0](https://gym.openai.com/envs/DuplicatedInput-v0)|Discrete(6)|Tuple(Discrete(2), Discrete(2), Discrete(5))|(-inf, inf)|200|100|9.0|
| [FrozenLake8x8-v0](https://gym.openai.com/envs/FrozenLake8x8-v0)|Discrete(64)|Discrete(4)|(-inf, inf)|200|100|0.99|
| [OffSwitchCartpole-v0](https://gym.openai.com/envs/OffSwitchCartpole-v0)|Tuple(Discrete(2), Box(4,))|Discrete(2)|(-inf, inf)|1000|100|None|
| [Blackjack-v0](https://gym.openai.com/envs/Blackjack-v0)|Tuple(Discrete(32), Discrete(11), Discrete(2))|Discrete(2)|(-inf, inf)|1000|100|None|
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