| TimePilot-ram-v0 |
Box(128,) |
Discrete(10) |
(-inf, inf) |
10000 |
100 |
None |
| Amidar-ram-v0 |
Box(128,) |
Discrete(10) |
(-inf, inf) |
10000 |
100 |
None |
| WizardOfWor-ram-v0 |
Box(128,) |
Discrete(10) |
(-inf, inf) |
10000 |
100 |
None |
| Asteroids-ram-v0 |
Box(128,) |
Discrete(14) |
(-inf, inf) |
10000 |
100 |
None |
| KungFuMaster-ram-v0 |
Box(128,) |
Discrete(14) |
(-inf, inf) |
10000 |
100 |
None |
| JourneyEscape-ram-v0 |
Box(128,) |
Discrete(16) |
(-inf, inf) |
10000 |
100 |
None |
| Robotank-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Berzerk-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| ChopperCommand-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| DoubleDunk-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Gravitar-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| YarsRevenge-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Krull-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| PrivateEye-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Seaquest-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Solaris-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| ElevatorAction-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Frostbite-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| BankHeist-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Venture-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Zaxxon-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Tennis-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| FishingDerby-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Kangaroo-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Alien-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| BattleZone-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| IceHockey-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Boxing-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Riverraid-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| StarGunner-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Pitfall-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| MontezumaRevenge-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Centipede-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| RoadRunner-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Jamesbond-ram-v0 |
Box(128,) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Skiing-ram-v0 |
Box(128,) |
Discrete(3) |
(-inf, inf) |
10000 |
100 |
None |
| Freeway-ram-v0 |
Box(128,) |
Discrete(3) |
(-inf, inf) |
10000 |
100 |
None |
| Atlantis-ram-v0 |
Box(128,) |
Discrete(4) |
(-inf, inf) |
10000 |
100 |
None |
| Pooyan-ram-v0 |
Box(128,) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| SpaceInvaders-ram-v0 |
Box(128,) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| AirRaid-ram-v0 |
Box(128,) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| Carnival-ram-v0 |
Box(128,) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| Bowling-ram-v0 |
Box(128,) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| DemonAttack-ram-v0 |
Box(128,) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| NameThisGame-ram-v0 |
Box(128,) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| Pong-ram-v0 |
Box(128,) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| Breakout-ram-v0 |
Box(128,) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| Qbert-ram-v0 |
Box(128,) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| UpNDown-ram-v0 |
Box(128,) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| Assault-ram-v0 |
Box(128,) |
Discrete(7) |
(-inf, inf) |
10000 |
100 |
None |
| Phoenix-ram-v0 |
Box(128,) |
Discrete(8) |
(-inf, inf) |
10000 |
100 |
None |
| Gopher-ram-v0 |
Box(128,) |
Discrete(8) |
(-inf, inf) |
10000 |
100 |
None |
| Tutankham-ram-v0 |
Box(128,) |
Discrete(8) |
(-inf, inf) |
10000 |
100 |
None |
| Enduro-ram-v0 |
Box(128,) |
Discrete(9) |
(-inf, inf) |
10000 |
100 |
None |
| BeamRider-ram-v0 |
Box(128,) |
Discrete(9) |
(-inf, inf) |
10000 |
100 |
None |
| Asterix-ram-v0 |
Box(128,) |
Discrete(9) |
(-inf, inf) |
10000 |
100 |
None |
| CrazyClimber-ram-v0 |
Box(128,) |
Discrete(9) |
(-inf, inf) |
10000 |
100 |
None |
| MsPacman-ram-v0 |
Box(128,) |
Discrete(9) |
(-inf, inf) |
10000 |
100 |
None |
| VideoPinball-ram-v0 |
Box(128,) |
Discrete(9) |
(-inf, inf) |
10000 |
100 |
None |
| MountainCar-v0 |
Box(2,) |
Discrete(3) |
(-inf, inf) |
200 |
100 |
-110.0 |
| 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 |
Box(210, 160, 3) |
Discrete(10) |
(-inf, inf) |
10000 |
100 |
None |
| Asteroids-v0 |
Box(210, 160, 3) |
Discrete(14) |
(-inf, inf) |
10000 |
100 |
None |
| KungFuMaster-v0 |
Box(210, 160, 3) |
Discrete(14) |
(-inf, inf) |
10000 |
100 |
None |
| Alien-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Berzerk-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| MontezumaRevenge-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Zaxxon-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Venture-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Frostbite-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Seaquest-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Pitfall-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| ElevatorAction-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| FishingDerby-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Robotank-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Jamesbond-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| PrivateEye-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| StarGunner-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| YarsRevenge-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Boxing-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Solaris-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| BattleZone-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Gravitar-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| RoadRunner-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Krull-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Riverraid-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| ChopperCommand-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| IceHockey-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Kangaroo-v0 |
Box(210, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Freeway-v0 |
Box(210, 160, 3) |
Discrete(3) |
(-inf, inf) |
10000 |
100 |
None |
| Atlantis-v0 |
Box(210, 160, 3) |
Discrete(4) |
(-inf, inf) |
10000 |
100 |
None |
| DemonAttack-v0 |
Box(210, 160, 3) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| NameThisGame-v0 |
Box(210, 160, 3) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| Bowling-v0 |
Box(210, 160, 3) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| Qbert-v0 |
Box(210, 160, 3) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| UpNDown-v0 |
Box(210, 160, 3) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| Pong-v0 |
Box(210, 160, 3) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| Breakout-v0 |
Box(210, 160, 3) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| SpaceInvaders-v0 |
Box(210, 160, 3) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| Phoenix-v0 |
Box(210, 160, 3) |
Discrete(8) |
(-inf, inf) |
10000 |
100 |
None |
| BeamRider-v0 |
Box(210, 160, 3) |
Discrete(9) |
(-inf, inf) |
10000 |
100 |
None |
| Asterix-v0 |
Box(210, 160, 3) |
Discrete(9) |
(-inf, inf) |
10000 |
100 |
None |
| CrazyClimber-v0 |
Box(210, 160, 3) |
Discrete(9) |
(-inf, inf) |
10000 |
100 |
None |
| Enduro-v0 |
Box(210, 160, 3) |
Discrete(9) |
(-inf, inf) |
10000 |
100 |
None |
| MsPacman-v0 |
Box(210, 160, 3) |
Discrete(9) |
(-inf, inf) |
10000 |
100 |
None |
| JourneyEscape-v0 |
Box(230, 160, 3) |
Discrete(16) |
(-inf, inf) |
10000 |
100 |
None |
| Amidar-v0 |
Box(250, 160, 3) |
Discrete(10) |
(-inf, inf) |
10000 |
100 |
None |
| WizardOfWor-v0 |
Box(250, 160, 3) |
Discrete(10) |
(-inf, inf) |
10000 |
100 |
None |
| DoubleDunk-v0 |
Box(250, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Centipede-v0 |
Box(250, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Tennis-v0 |
Box(250, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| BankHeist-v0 |
Box(250, 160, 3) |
Discrete(18) |
(-inf, inf) |
10000 |
100 |
None |
| Skiing-v0 |
Box(250, 160, 3) |
Discrete(3) |
(-inf, inf) |
10000 |
100 |
None |
| Carnival-v0 |
Box(250, 160, 3) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| Pooyan-v0 |
Box(250, 160, 3) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| AirRaid-v0 |
Box(250, 160, 3) |
Discrete(6) |
(-inf, inf) |
10000 |
100 |
None |
| Assault-v0 |
Box(250, 160, 3) |
Discrete(7) |
(-inf, inf) |
10000 |
100 |
None |
| Tutankham-v0 |
Box(250, 160, 3) |
Discrete(8) |
(-inf, inf) |
10000 |
100 |
None |
| Gopher-v0 |
Box(250, 160, 3) |
Discrete(8) |
(-inf, inf) |
10000 |
100 |
None |
| VideoPinball-v0 |
Box(250, 160, 3) |
Discrete(9) |
(-inf, inf) |
10000 |
100 |
None |
| Go19x19-v0 |
Box(3, 19, 19) |
Discrete(363) |
(-inf, inf) |
1000 |
100 |
None |
| Hex9x9-v0 |
Box(3, 9, 9) |
Discrete(82) |
(-inf, inf) |
1000 |
100 |
None |
| Go9x9-v0 |
Box(3, 9, 9) |
Discrete(83) |
(-inf, inf) |
1000 |
100 |
None |
| SemiSupervisedPendulumRandom-v0 |
Box(3,) |
Box(1,) |
(-inf, inf) |
1000 |
100 |
None |
| SemiSupervisedPendulumDecay-v0 |
Box(3,) |
Box(1,) |
(-inf, inf) |
1000 |
100 |
None |
| SemiSupervisedPendulumNoise-v0 |
Box(3,) |
Box(1,) |
(-inf, inf) |
1000 |
100 |
None |
| Pendulum-v0 |
Box(3,) |
Box(1,) |
(-inf, inf) |
200 |
100 |
None |
| CartPole-v0 |
Box(4,) |
Discrete(2) |
(-inf, inf) |
200 |
100 |
195.0 |
| Acrobot-v0 |
Box(4,) |
Discrete(3) |
(-inf, inf) |
200 |
100 |
-100 |
| InterpretabilityCartpoleObservations-v0 |
Box(4,) |
Tuple(Discrete(2), Box(4,), Box(4,), Box(4,), Box(4,), Box(4,)) |
(-inf, inf) |
1000 |
100 |
None |
| InterpretabilityCartpoleActions-v0 |
Box(4,) |
Tuple(Discrete(2), Discrete(2), Discrete(2), Discrete(2), Discrete(2), Discrete(2)) |
(-inf, inf) |
1000 |
100 |
None |
| DoomTakeCover-v0 |
Box(480, 640, 3) |
High-Low(2, 3) |
(-inf, inf) |
1000 |
100 |
None |
| DoomDefendCenter-v0 |
Box(480, 640, 3) |
High-Low(3, 3) |
(-inf, inf) |
1000 |
100 |
None |
| DoomHealthGathering-v0 |
Box(480, 640, 3) |
High-Low(3, 3) |
(-inf, inf) |
1000 |
100 |
None |
| DoomPredictPosition-v0 |
Box(480, 640, 3) |
High-Low(3, 3) |
(-inf, inf) |
1000 |
100 |
None |
| DoomBasic-v0 |
Box(480, 640, 3) |
High-Low(3, 3) |
(-inf, inf) |
1000 |
100 |
None |
| DoomMyWayHome-v0 |
Box(480, 640, 3) |
High-Low(3, 3) |
(-inf, inf) |
1000 |
100 |
None |
| DoomDefendLine-v0 |
Box(480, 640, 3) |
High-Low(3, 3) |
(-inf, inf) |
1000 |
100 |
None |
| DoomDeathmatch-v0 |
Box(480, 640, 3) |
High-Low(44, 3) |
(-inf, inf) |
1000 |
100 |
None |
| DoomCorridor-v0 |
Box(480, 640, 3) |
High-Low(6, 3) |
(-inf, inf) |
1000 |
100 |
None |
| ConvergenceControl-v0 |
Box(6,) |
Tuple(Box(1,), Box(1,), Box(1,), Box(1,), Box(1,), Box(1,)) |
(-inf, inf) |
1000 |
100 |
None |
| OneRoundNondeterministicReward-v0 |
Discrete(1) |
Discrete(2) |
(-inf, inf) |
1000 |
100 |
None |
| OneRoundDeterministicReward-v0 |
Discrete(1) |
Discrete(2) |
(-inf, inf) |
1000 |
100 |
None |
| Roulette-v0 |
Discrete(1) |
Discrete(38) |
(-inf, inf) |
100 |
100 |
None |
| FrozenLake-v0 |
Discrete(16) |
Discrete(4) |
(-inf, inf) |
100 |
100 |
0.78 |
| TwoRoundDeterministicReward-v0 |
Discrete(3) |
Discrete(2) |
(-inf, inf) |
1000 |
100 |
None |
| TwoRoundNondeterministicReward-v0 |
Discrete(3) |
Discrete(2) |
(-inf, inf) |
1000 |
100 |
None |
| Reverse-v0 |
Discrete(3) |
Tuple(Discrete(2), Discrete(2), Discrete(2)) |
(-inf, inf) |
200 |
100 |
25.0 |
| ReversedAddition-v0 |
Discrete(4) |
Tuple(Discrete(4), Discrete(2), Discrete(3)) |
(-inf, inf) |
200 |
100 |
25.0 |
| ReversedAddition3-v0 |
Discrete(4) |
Tuple(Discrete(4), Discrete(2), Discrete(3)) |
(-inf, inf) |
200 |
100 |
25.0 |
| NChain-v0 |
Discrete(5) |
Discrete(2) |
(-inf, inf) |
1000 |
100 |
None |
| Taxi-v1 |
Discrete(500) |
Discrete(6) |
(-inf, inf) |
200 |
100 |
9.7 |
| Copy-v0 |
Discrete(6) |
Tuple(Discrete(2), Discrete(2), Discrete(5)) |
(-inf, inf) |
200 |
100 |
25.0 |
| RepeatCopy-v0 |
Discrete(6) |
Tuple(Discrete(2), Discrete(2), Discrete(5)) |
(-inf, inf) |
200 |
100 |
75.0 |
| DuplicatedInput-v0 |
Discrete(6) |
Tuple(Discrete(2), Discrete(2), Discrete(5)) |
(-inf, inf) |
200 |
100 |
9.0 |
| FrozenLake8x8-v0 |
Discrete(64) |
Discrete(4) |
(-inf, inf) |
200 |
100 |
0.99 |
| OffSwitchCartpole-v0 |
Tuple(Discrete(2), Box(4,)) |
Discrete(2) |
(-inf, inf) |
1000 |
100 |
None |
| Blackjack-v0 |
Tuple(Discrete(32), Discrete(11), Discrete(2)) |
Discrete(2) |
(-inf, inf) |
1000 |
100 |
None |