OpenAI Gym Details - sankhaMukherjee/RLalgos GitHub Wiki

{"CartPole-v0"                               : [ 4, 2 ],
"CartPole-v1"                               : [ 4, 2 ],
"MountainCar-v0"                            : [ 2, 3 ],
"Acrobot-v1"                                : [ 6, 3 ],
"Adventure-ram-v0"                          : [ 128, 18 ],
"Adventure-ram-v4"                          : [ 128, 18 ],
"Adventure-ramDeterministic-v0"             : [ 128, 18 ],
"Adventure-ramDeterministic-v4"             : [ 128, 18 ],
"Adventure-ramNoFrameskip-v0"               : [ 128, 18 ],
"Adventure-ramNoFrameskip-v4"               : [ 128, 18 ],
"AirRaid-ram-v0"                            : [ 128, 6 ],
"AirRaid-ram-v4"                            : [ 128, 6 ],
"AirRaid-ramDeterministic-v0"               : [ 128, 6 ],
"AirRaid-ramDeterministic-v4"               : [ 128, 6 ],
"AirRaid-ramNoFrameskip-v0"                 : [ 128, 6 ],
"AirRaid-ramNoFrameskip-v4"                 : [ 128, 6 ],
"Alien-ram-v0"                              : [ 128, 18 ],
"Alien-ram-v4"                              : [ 128, 18 ],
"Alien-ramDeterministic-v0"                 : [ 128, 18 ],
"Alien-ramDeterministic-v4"                 : [ 128, 18 ],
"Alien-ramNoFrameskip-v0"                   : [ 128, 18 ],
"Alien-ramNoFrameskip-v4"                   : [ 128, 18 ],
"Amidar-ram-v0"                             : [ 128, 10 ],
"Amidar-ram-v4"                             : [ 128, 10 ],
"Amidar-ramDeterministic-v0"                : [ 128, 10 ],
"Amidar-ramDeterministic-v4"                : [ 128, 10 ],
"Amidar-ramNoFrameskip-v0"                  : [ 128, 10 ],
"Amidar-ramNoFrameskip-v4"                  : [ 128, 10 ],
"Assault-ram-v0"                            : [ 128, 7 ],
"Assault-ram-v4"                            : [ 128, 7 ],
"Assault-ramDeterministic-v0"               : [ 128, 7 ],
"Assault-ramDeterministic-v4"               : [ 128, 7 ],
"Assault-ramNoFrameskip-v0"                 : [ 128, 7 ],
"Assault-ramNoFrameskip-v4"                 : [ 128, 7 ],
"Asterix-ram-v0"                            : [ 128, 9 ],
"Asterix-ram-v4"                            : [ 128, 9 ],
"Asterix-ramDeterministic-v0"               : [ 128, 9 ],
"Asterix-ramDeterministic-v4"               : [ 128, 9 ],
"Asterix-ramNoFrameskip-v0"                 : [ 128, 9 ],
"Asterix-ramNoFrameskip-v4"                 : [ 128, 9 ],
"Asteroids-ram-v0"                          : [ 128, 14 ],
"Asteroids-ram-v4"                          : [ 128, 14 ],
"Asteroids-ramDeterministic-v0"             : [ 128, 14 ],
"Asteroids-ramDeterministic-v4"             : [ 128, 14 ],
"Asteroids-ramNoFrameskip-v0"               : [ 128, 14 ],
"Asteroids-ramNoFrameskip-v4"               : [ 128, 14 ],
"Atlantis-ram-v0"                           : [ 128, 4 ],
"Atlantis-ram-v4"                           : [ 128, 4 ],
"Atlantis-ramDeterministic-v0"              : [ 128, 4 ],
"Atlantis-ramDeterministic-v4"              : [ 128, 4 ],
"Atlantis-ramNoFrameskip-v0"                : [ 128, 4 ],
"Atlantis-ramNoFrameskip-v4"                : [ 128, 4 ],
"BankHeist-ram-v0"                          : [ 128, 18 ],
"BankHeist-ram-v4"                          : [ 128, 18 ],
"BankHeist-ramDeterministic-v0"             : [ 128, 18 ],
"BankHeist-ramDeterministic-v4"             : [ 128, 18 ],
"BankHeist-ramNoFrameskip-v0"               : [ 128, 18 ],
"BankHeist-ramNoFrameskip-v4"               : [ 128, 18 ],
"BattleZone-ram-v0"                         : [ 128, 18 ],
"BattleZone-ram-v4"                         : [ 128, 18 ],
"BattleZone-ramDeterministic-v0"            : [ 128, 18 ],
"BattleZone-ramDeterministic-v4"            : [ 128, 18 ],
"BattleZone-ramNoFrameskip-v0"              : [ 128, 18 ],
"BattleZone-ramNoFrameskip-v4"              : [ 128, 18 ],
"BeamRider-ram-v0"                          : [ 128, 9 ],
"BeamRider-ram-v4"                          : [ 128, 9 ],
"BeamRider-ramDeterministic-v0"             : [ 128, 9 ],
"BeamRider-ramDeterministic-v4"             : [ 128, 9 ],
"BeamRider-ramNoFrameskip-v0"               : [ 128, 9 ],
"BeamRider-ramNoFrameskip-v4"               : [ 128, 9 ],
"Berzerk-ram-v0"                            : [ 128, 18 ],
"Berzerk-ram-v4"                            : [ 128, 18 ],
"Berzerk-ramDeterministic-v0"               : [ 128, 18 ],
"Berzerk-ramDeterministic-v4"               : [ 128, 18 ],
"Berzerk-ramNoFrameskip-v0"                 : [ 128, 18 ],
"Berzerk-ramNoFrameskip-v4"                 : [ 128, 18 ],
"Bowling-ram-v0"                            : [ 128, 6 ],
"Bowling-ram-v4"                            : [ 128, 6 ],
"Bowling-ramDeterministic-v0"               : [ 128, 6 ],
"Bowling-ramDeterministic-v4"               : [ 128, 6 ],
"Bowling-ramNoFrameskip-v0"                 : [ 128, 6 ],
"Bowling-ramNoFrameskip-v4"                 : [ 128, 6 ],
"Boxing-ram-v0"                             : [ 128, 18 ],
"Boxing-ram-v4"                             : [ 128, 18 ],
"Boxing-ramDeterministic-v0"                : [ 128, 18 ],
"Boxing-ramDeterministic-v4"                : [ 128, 18 ],
"Boxing-ramNoFrameskip-v0"                  : [ 128, 18 ],
"Boxing-ramNoFrameskip-v4"                  : [ 128, 18 ],
"Breakout-ram-v0"                           : [ 128, 4 ],
"Breakout-ram-v4"                           : [ 128, 4 ],
"Breakout-ramDeterministic-v0"              : [ 128, 4 ],
"Breakout-ramDeterministic-v4"              : [ 128, 4 ],
"Breakout-ramNoFrameskip-v0"                : [ 128, 4 ],
"Breakout-ramNoFrameskip-v4"                : [ 128, 4 ],
"Carnival-ram-v0"                           : [ 128, 6 ],
"Carnival-ram-v4"                           : [ 128, 6 ],
"Carnival-ramDeterministic-v0"              : [ 128, 6 ],
"Carnival-ramDeterministic-v4"              : [ 128, 6 ],
"Carnival-ramNoFrameskip-v0"                : [ 128, 6 ],
"Carnival-ramNoFrameskip-v4"                : [ 128, 6 ],
"Centipede-ram-v0"                          : [ 128, 18 ],
"Centipede-ram-v4"                          : [ 128, 18 ],
"Centipede-ramDeterministic-v0"             : [ 128, 18 ],
"Centipede-ramDeterministic-v4"             : [ 128, 18 ],
"Centipede-ramNoFrameskip-v0"               : [ 128, 18 ],
"Centipede-ramNoFrameskip-v4"               : [ 128, 18 ],
"ChopperCommand-ram-v0"                     : [ 128, 18 ],
"ChopperCommand-ram-v4"                     : [ 128, 18 ],
"ChopperCommand-ramDeterministic-v0"        : [ 128, 18 ],
"ChopperCommand-ramDeterministic-v4"        : [ 128, 18 ],
"ChopperCommand-ramNoFrameskip-v0"          : [ 128, 18 ],
"ChopperCommand-ramNoFrameskip-v4"          : [ 128, 18 ],
"CrazyClimber-ram-v0"                       : [ 128, 9 ],
"CrazyClimber-ram-v4"                       : [ 128, 9 ],
"CrazyClimber-ramDeterministic-v0"          : [ 128, 9 ],
"CrazyClimber-ramDeterministic-v4"          : [ 128, 9 ],
"CrazyClimber-ramNoFrameskip-v0"            : [ 128, 9 ],
"CrazyClimber-ramNoFrameskip-v4"            : [ 128, 9 ],
"Defender-ram-v0"                           : [ 128, 18 ],
"Defender-ram-v4"                           : [ 128, 18 ],
"Defender-ramDeterministic-v0"              : [ 128, 18 ],
"Defender-ramDeterministic-v4"              : [ 128, 18 ],
"Defender-ramNoFrameskip-v0"                : [ 128, 18 ],
"Defender-ramNoFrameskip-v4"                : [ 128, 18 ],
"DemonAttack-ram-v0"                        : [ 128, 6 ],
"DemonAttack-ram-v4"                        : [ 128, 6 ],
"DemonAttack-ramDeterministic-v0"           : [ 128, 6 ],
"DemonAttack-ramDeterministic-v4"           : [ 128, 6 ],
"DemonAttack-ramNoFrameskip-v0"             : [ 128, 6 ],
"DemonAttack-ramNoFrameskip-v4"             : [ 128, 6 ],
"DoubleDunk-ram-v0"                         : [ 128, 18 ],
"DoubleDunk-ram-v4"                         : [ 128, 18 ],
"DoubleDunk-ramDeterministic-v0"            : [ 128, 18 ],
"DoubleDunk-ramDeterministic-v4"            : [ 128, 18 ],
"DoubleDunk-ramNoFrameskip-v0"              : [ 128, 18 ],
"DoubleDunk-ramNoFrameskip-v4"              : [ 128, 18 ],
"ElevatorAction-ram-v0"                     : [ 128, 18 ],
"ElevatorAction-ram-v4"                     : [ 128, 18 ],
"ElevatorAction-ramDeterministic-v0"        : [ 128, 18 ],
"ElevatorAction-ramDeterministic-v4"        : [ 128, 18 ],
"ElevatorAction-ramNoFrameskip-v0"          : [ 128, 18 ],
"ElevatorAction-ramNoFrameskip-v4"          : [ 128, 18 ],
"Enduro-ram-v0"                             : [ 128, 9 ],
"Enduro-ram-v4"                             : [ 128, 9 ],
"Enduro-ramDeterministic-v0"                : [ 128, 9 ],
"Enduro-ramDeterministic-v4"                : [ 128, 9 ],
"Enduro-ramNoFrameskip-v0"                  : [ 128, 9 ],
"Enduro-ramNoFrameskip-v4"                  : [ 128, 9 ],
"FishingDerby-ram-v0"                       : [ 128, 18 ],
"FishingDerby-ram-v4"                       : [ 128, 18 ],
"FishingDerby-ramDeterministic-v0"          : [ 128, 18 ],
"FishingDerby-ramDeterministic-v4"          : [ 128, 18 ],
"FishingDerby-ramNoFrameskip-v0"            : [ 128, 18 ],
"FishingDerby-ramNoFrameskip-v4"            : [ 128, 18 ],
"Freeway-ram-v0"                            : [ 128, 3 ],
"Freeway-ram-v4"                            : [ 128, 3 ],
"Freeway-ramDeterministic-v0"               : [ 128, 3 ],
"Freeway-ramDeterministic-v4"               : [ 128, 3 ],
"Freeway-ramNoFrameskip-v0"                 : [ 128, 3 ],
"Freeway-ramNoFrameskip-v4"                 : [ 128, 3 ],
"Frostbite-ram-v0"                          : [ 128, 18 ],
"Frostbite-ram-v4"                          : [ 128, 18 ],
"Frostbite-ramDeterministic-v0"             : [ 128, 18 ],
"Frostbite-ramDeterministic-v4"             : [ 128, 18 ],
"Frostbite-ramNoFrameskip-v0"               : [ 128, 18 ],
"Frostbite-ramNoFrameskip-v4"               : [ 128, 18 ],
"Gopher-ram-v0"                             : [ 128, 8 ],
"Gopher-ram-v4"                             : [ 128, 8 ],
"Gopher-ramDeterministic-v0"                : [ 128, 8 ],
"Gopher-ramDeterministic-v4"                : [ 128, 8 ],
"Gopher-ramNoFrameskip-v0"                  : [ 128, 8 ],
"Gopher-ramNoFrameskip-v4"                  : [ 128, 8 ],
"Gravitar-ram-v0"                           : [ 128, 18 ],
"Gravitar-ram-v4"                           : [ 128, 18 ],
"Gravitar-ramDeterministic-v0"              : [ 128, 18 ],
"Gravitar-ramDeterministic-v4"              : [ 128, 18 ],
"Gravitar-ramNoFrameskip-v0"                : [ 128, 18 ],
"Gravitar-ramNoFrameskip-v4"                : [ 128, 18 ],
"Hero-ram-v0"                               : [ 128, 18 ],
"Hero-ram-v4"                               : [ 128, 18 ],
"Hero-ramDeterministic-v0"                  : [ 128, 18 ],
"Hero-ramDeterministic-v4"                  : [ 128, 18 ],
"Hero-ramNoFrameskip-v0"                    : [ 128, 18 ],
"Hero-ramNoFrameskip-v4"                    : [ 128, 18 ],
"IceHockey-ram-v0"                          : [ 128, 18 ],
"IceHockey-ram-v4"                          : [ 128, 18 ],
"IceHockey-ramDeterministic-v0"             : [ 128, 18 ],
"IceHockey-ramDeterministic-v4"             : [ 128, 18 ],
"IceHockey-ramNoFrameskip-v0"               : [ 128, 18 ],
"IceHockey-ramNoFrameskip-v4"               : [ 128, 18 ],
"Jamesbond-ram-v0"                          : [ 128, 18 ],
"Jamesbond-ram-v4"                          : [ 128, 18 ],
"Jamesbond-ramDeterministic-v0"             : [ 128, 18 ],
"Jamesbond-ramDeterministic-v4"             : [ 128, 18 ],
"Jamesbond-ramNoFrameskip-v0"               : [ 128, 18 ],
"Jamesbond-ramNoFrameskip-v4"               : [ 128, 18 ],
"JourneyEscape-ram-v0"                      : [ 128, 16 ],
"JourneyEscape-ram-v4"                      : [ 128, 16 ],
"JourneyEscape-ramDeterministic-v0"         : [ 128, 16 ],
"JourneyEscape-ramDeterministic-v4"         : [ 128, 16 ],
"JourneyEscape-ramNoFrameskip-v0"           : [ 128, 16 ],
"JourneyEscape-ramNoFrameskip-v4"           : [ 128, 16 ],
"Kangaroo-ram-v0"                           : [ 128, 18 ],
"Kangaroo-ram-v4"                           : [ 128, 18 ],
"Kangaroo-ramDeterministic-v0"              : [ 128, 18 ],
"Kangaroo-ramDeterministic-v4"              : [ 128, 18 ],
"Kangaroo-ramNoFrameskip-v0"                : [ 128, 18 ],
"Kangaroo-ramNoFrameskip-v4"                : [ 128, 18 ],
"Krull-ram-v0"                              : [ 128, 18 ],
"Krull-ram-v4"                              : [ 128, 18 ],
"Krull-ramDeterministic-v0"                 : [ 128, 18 ],
"Krull-ramDeterministic-v4"                 : [ 128, 18 ],
"Krull-ramNoFrameskip-v0"                   : [ 128, 18 ],
"Krull-ramNoFrameskip-v4"                   : [ 128, 18 ],
"KungFuMaster-ram-v0"                       : [ 128, 14 ],
"KungFuMaster-ram-v4"                       : [ 128, 14 ],
"KungFuMaster-ramDeterministic-v0"          : [ 128, 14 ],
"KungFuMaster-ramDeterministic-v4"          : [ 128, 14 ],
"KungFuMaster-ramNoFrameskip-v0"            : [ 128, 14 ],
"KungFuMaster-ramNoFrameskip-v4"            : [ 128, 14 ],
"MontezumaRevenge-ram-v0"                   : [ 128, 18 ],
"MontezumaRevenge-ram-v4"                   : [ 128, 18 ],
"MontezumaRevenge-ramDeterministic-v0"      : [ 128, 18 ],
"MontezumaRevenge-ramDeterministic-v4"      : [ 128, 18 ],
"MontezumaRevenge-ramNoFrameskip-v0"        : [ 128, 18 ],
"MontezumaRevenge-ramNoFrameskip-v4"        : [ 128, 18 ],
"MsPacman-ram-v0"                           : [ 128, 9 ],
"MsPacman-ram-v4"                           : [ 128, 9 ],
"MsPacman-ramDeterministic-v0"              : [ 128, 9 ],
"MsPacman-ramDeterministic-v4"              : [ 128, 9 ],
"MsPacman-ramNoFrameskip-v0"                : [ 128, 9 ],
"MsPacman-ramNoFrameskip-v4"                : [ 128, 9 ],
"NameThisGame-ram-v0"                       : [ 128, 6 ],
"NameThisGame-ram-v4"                       : [ 128, 6 ],
"NameThisGame-ramDeterministic-v0"          : [ 128, 6 ],
"NameThisGame-ramDeterministic-v4"          : [ 128, 6 ],
"NameThisGame-ramNoFrameskip-v0"            : [ 128, 6 ],
"NameThisGame-ramNoFrameskip-v4"            : [ 128, 6 ],
"Phoenix-ram-v0"                            : [ 128, 8 ],
"Phoenix-ram-v4"                            : [ 128, 8 ],
"Phoenix-ramDeterministic-v0"               : [ 128, 8 ],
"Phoenix-ramDeterministic-v4"               : [ 128, 8 ],
"Phoenix-ramNoFrameskip-v0"                 : [ 128, 8 ],
"Phoenix-ramNoFrameskip-v4"                 : [ 128, 8 ],
"Pitfall-ram-v0"                            : [ 128, 18 ],
"Pitfall-ram-v4"                            : [ 128, 18 ],
"Pitfall-ramDeterministic-v0"               : [ 128, 18 ],
"Pitfall-ramDeterministic-v4"               : [ 128, 18 ],
"Pitfall-ramNoFrameskip-v0"                 : [ 128, 18 ],
"Pitfall-ramNoFrameskip-v4"                 : [ 128, 18 ],
"Pong-ram-v0"                               : [ 128, 6 ],
"Pong-ram-v4"                               : [ 128, 6 ],
"Pong-ramDeterministic-v0"                  : [ 128, 6 ],
"Pong-ramDeterministic-v4"                  : [ 128, 6 ],
"Pong-ramNoFrameskip-v0"                    : [ 128, 6 ],
"Pong-ramNoFrameskip-v4"                    : [ 128, 6 ],
"Pooyan-ram-v0"                             : [ 128, 6 ],
"Pooyan-ram-v4"                             : [ 128, 6 ],
"Pooyan-ramDeterministic-v0"                : [ 128, 6 ],
"Pooyan-ramDeterministic-v4"                : [ 128, 6 ],
"Pooyan-ramNoFrameskip-v0"                  : [ 128, 6 ],
"Pooyan-ramNoFrameskip-v4"                  : [ 128, 6 ],
"PrivateEye-ram-v0"                         : [ 128, 18 ],
"PrivateEye-ram-v4"                         : [ 128, 18 ],
"PrivateEye-ramDeterministic-v0"            : [ 128, 18 ],
"PrivateEye-ramDeterministic-v4"            : [ 128, 18 ],
"PrivateEye-ramNoFrameskip-v0"              : [ 128, 18 ],
"PrivateEye-ramNoFrameskip-v4"              : [ 128, 18 ],
"Qbert-ram-v0"                              : [ 128, 6 ],
"Qbert-ram-v4"                              : [ 128, 6 ],
"Qbert-ramDeterministic-v0"                 : [ 128, 6 ],
"Qbert-ramDeterministic-v4"                 : [ 128, 6 ],
"Qbert-ramNoFrameskip-v0"                   : [ 128, 6 ],
"Qbert-ramNoFrameskip-v4"                   : [ 128, 6 ],
"Riverraid-ram-v0"                          : [ 128, 18 ],
"Riverraid-ram-v4"                          : [ 128, 18 ],
"Riverraid-ramDeterministic-v0"             : [ 128, 18 ],
"Riverraid-ramDeterministic-v4"             : [ 128, 18 ],
"Riverraid-ramNoFrameskip-v0"               : [ 128, 18 ],
"Riverraid-ramNoFrameskip-v4"               : [ 128, 18 ],
"RoadRunner-ram-v0"                         : [ 128, 18 ],
"RoadRunner-ram-v4"                         : [ 128, 18 ],
"RoadRunner-ramDeterministic-v0"            : [ 128, 18 ],
"RoadRunner-ramDeterministic-v4"            : [ 128, 18 ],
"RoadRunner-ramNoFrameskip-v0"              : [ 128, 18 ],
"RoadRunner-ramNoFrameskip-v4"              : [ 128, 18 ],
"Robotank-ram-v0"                           : [ 128, 18 ],
"Robotank-ram-v4"                           : [ 128, 18 ],
"Robotank-ramDeterministic-v0"              : [ 128, 18 ],
"Robotank-ramDeterministic-v4"              : [ 128, 18 ],
"Robotank-ramNoFrameskip-v0"                : [ 128, 18 ],
"Robotank-ramNoFrameskip-v4"                : [ 128, 18 ],
"Seaquest-ram-v0"                           : [ 128, 18 ],
"Seaquest-ram-v4"                           : [ 128, 18 ],
"Seaquest-ramDeterministic-v0"              : [ 128, 18 ],
"Seaquest-ramDeterministic-v4"              : [ 128, 18 ],
"Seaquest-ramNoFrameskip-v0"                : [ 128, 18 ],
"Seaquest-ramNoFrameskip-v4"                : [ 128, 18 ],
"Skiing-ram-v0"                             : [ 128, 3 ],
"Skiing-ram-v4"                             : [ 128, 3 ],
"Skiing-ramDeterministic-v0"                : [ 128, 3 ],
"Skiing-ramDeterministic-v4"                : [ 128, 3 ],
"Skiing-ramNoFrameskip-v0"                  : [ 128, 3 ],
"Skiing-ramNoFrameskip-v4"                  : [ 128, 3 ],
"Solaris-ram-v0"                            : [ 128, 18 ],
"Solaris-ram-v4"                            : [ 128, 18 ],
"Solaris-ramDeterministic-v0"               : [ 128, 18 ],
"Solaris-ramDeterministic-v4"               : [ 128, 18 ],
"Solaris-ramNoFrameskip-v0"                 : [ 128, 18 ],
"Solaris-ramNoFrameskip-v4"                 : [ 128, 18 ],
"SpaceInvaders-ram-v0"                      : [ 128, 6 ],
"SpaceInvaders-ram-v4"                      : [ 128, 6 ],
"SpaceInvaders-ramDeterministic-v0"         : [ 128, 6 ],
"SpaceInvaders-ramDeterministic-v4"         : [ 128, 6 ],
"SpaceInvaders-ramNoFrameskip-v0"           : [ 128, 6 ],
"SpaceInvaders-ramNoFrameskip-v4"           : [ 128, 6 ],
"StarGunner-ram-v0"                         : [ 128, 18 ],
"StarGunner-ram-v4"                         : [ 128, 18 ],
"StarGunner-ramDeterministic-v0"            : [ 128, 18 ],
"StarGunner-ramDeterministic-v4"            : [ 128, 18 ],
"StarGunner-ramNoFrameskip-v0"              : [ 128, 18 ],
"StarGunner-ramNoFrameskip-v4"              : [ 128, 18 ],
"Tennis-ram-v0"                             : [ 128, 18 ],
"Tennis-ram-v4"                             : [ 128, 18 ],
"Tennis-ramDeterministic-v0"                : [ 128, 18 ],
"Tennis-ramDeterministic-v4"                : [ 128, 18 ],
"Tennis-ramNoFrameskip-v0"                  : [ 128, 18 ],
"Tennis-ramNoFrameskip-v4"                  : [ 128, 18 ],
"TimePilot-ram-v0"                          : [ 128, 10 ],
"TimePilot-ram-v4"                          : [ 128, 10 ],
"TimePilot-ramDeterministic-v0"             : [ 128, 10 ],
"TimePilot-ramDeterministic-v4"             : [ 128, 10 ],
"TimePilot-ramNoFrameskip-v0"               : [ 128, 10 ],
"TimePilot-ramNoFrameskip-v4"               : [ 128, 10 ],
"Tutankham-ram-v0"                          : [ 128, 8 ],
"Tutankham-ram-v4"                          : [ 128, 8 ],
"Tutankham-ramDeterministic-v0"             : [ 128, 8 ],
"Tutankham-ramDeterministic-v4"             : [ 128, 8 ],
"Tutankham-ramNoFrameskip-v0"               : [ 128, 8 ],
"Tutankham-ramNoFrameskip-v4"               : [ 128, 8 ],
"UpNDown-ram-v0"                            : [ 128, 6 ],
"UpNDown-ram-v4"                            : [ 128, 6 ],
"UpNDown-ramDeterministic-v0"               : [ 128, 6 ],
"UpNDown-ramDeterministic-v4"               : [ 128, 6 ],
"UpNDown-ramNoFrameskip-v0"                 : [ 128, 6 ],
"UpNDown-ramNoFrameskip-v4"                 : [ 128, 6 ],
"Venture-ram-v0"                            : [ 128, 18 ],
"Venture-ram-v4"                            : [ 128, 18 ],
"Venture-ramDeterministic-v0"               : [ 128, 18 ],
"Venture-ramDeterministic-v4"               : [ 128, 18 ],
"Venture-ramNoFrameskip-v0"                 : [ 128, 18 ],
"Venture-ramNoFrameskip-v4"                 : [ 128, 18 ],
"VideoPinball-ram-v0"                       : [ 128, 9 ],
"VideoPinball-ram-v4"                       : [ 128, 9 ],
"VideoPinball-ramDeterministic-v0"          : [ 128, 9 ],
"VideoPinball-ramDeterministic-v4"          : [ 128, 9 ],
"VideoPinball-ramNoFrameskip-v0"            : [ 128, 9 ],
"VideoPinball-ramNoFrameskip-v4"            : [ 128, 9 ],
"WizardOfWor-ram-v0"                        : [ 128, 10 ],
"WizardOfWor-ram-v4"                        : [ 128, 10 ],
"WizardOfWor-ramDeterministic-v0"           : [ 128, 10 ],
"WizardOfWor-ramDeterministic-v4"           : [ 128, 10 ],
"WizardOfWor-ramNoFrameskip-v0"             : [ 128, 10 ],
"WizardOfWor-ramNoFrameskip-v4"             : [ 128, 10 ],
"YarsRevenge-ram-v0"                        : [ 128, 18 ],
"YarsRevenge-ram-v4"                        : [ 128, 18 ],
"YarsRevenge-ramDeterministic-v0"           : [ 128, 18 ],
"YarsRevenge-ramDeterministic-v4"           : [ 128, 18 ],
"YarsRevenge-ramNoFrameskip-v0"             : [ 128, 18 ],
"YarsRevenge-ramNoFrameskip-v4"             : [ 128, 18 ],
"Zaxxon-ram-v0"                             : [ 128, 18 ],
"Zaxxon-ram-v4"                             : [ 128, 18 ],
"Zaxxon-ramDeterministic-v0"                : [ 128, 18 ],
"Zaxxon-ramDeterministic-v4"                : [ 128, 18 ],
"Zaxxon-ramNoFrameskip-v0"                  : [ 128, 18 ],
"Zaxxon-ramNoFrameskip-v4"                  : [ 128, 18 ]}

The Discrete Action space with a 1D state space

name	state space	action space
CartPole-v0	(4,)	Discrete(2)
CartPole-v1	(4,)	Discrete(2)
MountainCar-v0	(2,)	Discrete(3)
Acrobot-v1	(6,)	Discrete(3)
Adventure-ram-v0	(128,)	Discrete(18)
Adventure-ram-v4	(128,)	Discrete(18)
Adventure-ramDeterministic-v0	(128,)	Discrete(18)
Adventure-ramDeterministic-v4	(128,)	Discrete(18)
Adventure-ramNoFrameskip-v0	(128,)	Discrete(18)
Adventure-ramNoFrameskip-v4	(128,)	Discrete(18)
AirRaid-ram-v0	(128,)	Discrete(6)
AirRaid-ram-v4	(128,)	Discrete(6)
AirRaid-ramDeterministic-v0	(128,)	Discrete(6)
AirRaid-ramDeterministic-v4	(128,)	Discrete(6)
AirRaid-ramNoFrameskip-v0	(128,)	Discrete(6)
AirRaid-ramNoFrameskip-v4	(128,)	Discrete(6)
Alien-ram-v0	(128,)	Discrete(18)
Alien-ram-v4	(128,)	Discrete(18)
Alien-ramDeterministic-v0	(128,)	Discrete(18)
Alien-ramDeterministic-v4	(128,)	Discrete(18)
Alien-ramNoFrameskip-v0	(128,)	Discrete(18)
Alien-ramNoFrameskip-v4	(128,)	Discrete(18)
Amidar-ram-v0	(128,)	Discrete(10)
Amidar-ram-v4	(128,)	Discrete(10)
Amidar-ramDeterministic-v0	(128,)	Discrete(10)
Amidar-ramDeterministic-v4	(128,)	Discrete(10)
Amidar-ramNoFrameskip-v0	(128,)	Discrete(10)
Amidar-ramNoFrameskip-v4	(128,)	Discrete(10)
Assault-ram-v0	(128,)	Discrete(7)
Assault-ram-v4	(128,)	Discrete(7)
Assault-ramDeterministic-v0	(128,)	Discrete(7)
Assault-ramDeterministic-v4	(128,)	Discrete(7)
Assault-ramNoFrameskip-v0	(128,)	Discrete(7)
Assault-ramNoFrameskip-v4	(128,)	Discrete(7)
Asterix-ram-v0	(128,)	Discrete(9)
Asterix-ram-v4	(128,)	Discrete(9)
Asterix-ramDeterministic-v0	(128,)	Discrete(9)
Asterix-ramDeterministic-v4	(128,)	Discrete(9)
Asterix-ramNoFrameskip-v0	(128,)	Discrete(9)
Asterix-ramNoFrameskip-v4	(128,)	Discrete(9)
Asteroids-ram-v0	(128,)	Discrete(14)
Asteroids-ram-v4	(128,)	Discrete(14)
Asteroids-ramDeterministic-v0	(128,)	Discrete(14)
Asteroids-ramDeterministic-v4	(128,)	Discrete(14)
Asteroids-ramNoFrameskip-v0	(128,)	Discrete(14)
Asteroids-ramNoFrameskip-v4	(128,)	Discrete(14)
Atlantis-ram-v0	(128,)	Discrete(4)
Atlantis-ram-v4	(128,)	Discrete(4)
Atlantis-ramDeterministic-v0	(128,)	Discrete(4)
Atlantis-ramDeterministic-v4	(128,)	Discrete(4)
Atlantis-ramNoFrameskip-v0	(128,)	Discrete(4)
Atlantis-ramNoFrameskip-v4	(128,)	Discrete(4)
BankHeist-ram-v0	(128,)	Discrete(18)
BankHeist-ram-v4	(128,)	Discrete(18)
BankHeist-ramDeterministic-v0	(128,)	Discrete(18)
BankHeist-ramDeterministic-v4	(128,)	Discrete(18)
BankHeist-ramNoFrameskip-v0	(128,)	Discrete(18)
BankHeist-ramNoFrameskip-v4	(128,)	Discrete(18)
BattleZone-ram-v0	(128,)	Discrete(18)
BattleZone-ram-v4	(128,)	Discrete(18)
BattleZone-ramDeterministic-v0	(128,)	Discrete(18)
BattleZone-ramDeterministic-v4	(128,)	Discrete(18)
BattleZone-ramNoFrameskip-v0	(128,)	Discrete(18)
BattleZone-ramNoFrameskip-v4	(128,)	Discrete(18)
BeamRider-ram-v0	(128,)	Discrete(9)
BeamRider-ram-v4	(128,)	Discrete(9)
BeamRider-ramDeterministic-v0	(128,)	Discrete(9)
BeamRider-ramDeterministic-v4	(128,)	Discrete(9)
BeamRider-ramNoFrameskip-v0	(128,)	Discrete(9)
BeamRider-ramNoFrameskip-v4	(128,)	Discrete(9)
Berzerk-ram-v0	(128,)	Discrete(18)
Berzerk-ram-v4	(128,)	Discrete(18)
Berzerk-ramDeterministic-v0	(128,)	Discrete(18)
Berzerk-ramDeterministic-v4	(128,)	Discrete(18)
Berzerk-ramNoFrameskip-v0	(128,)	Discrete(18)
Berzerk-ramNoFrameskip-v4	(128,)	Discrete(18)
Bowling-ram-v0	(128,)	Discrete(6)
Bowling-ram-v4	(128,)	Discrete(6)
Bowling-ramDeterministic-v0	(128,)	Discrete(6)
Bowling-ramDeterministic-v4	(128,)	Discrete(6)
Bowling-ramNoFrameskip-v0	(128,)	Discrete(6)
Bowling-ramNoFrameskip-v4	(128,)	Discrete(6)
Boxing-ram-v0	(128,)	Discrete(18)
Boxing-ram-v4	(128,)	Discrete(18)
Boxing-ramDeterministic-v0	(128,)	Discrete(18)
Boxing-ramDeterministic-v4	(128,)	Discrete(18)
Boxing-ramNoFrameskip-v0	(128,)	Discrete(18)
Boxing-ramNoFrameskip-v4	(128,)	Discrete(18)
Breakout-ram-v0	(128,)	Discrete(4)
Breakout-ram-v4	(128,)	Discrete(4)
Breakout-ramDeterministic-v0	(128,)	Discrete(4)
Breakout-ramDeterministic-v4	(128,)	Discrete(4)
Breakout-ramNoFrameskip-v0	(128,)	Discrete(4)
Breakout-ramNoFrameskip-v4	(128,)	Discrete(4)
Carnival-ram-v0	(128,)	Discrete(6)
Carnival-ram-v4	(128,)	Discrete(6)
Carnival-ramDeterministic-v0	(128,)	Discrete(6)
Carnival-ramDeterministic-v4	(128,)	Discrete(6)
Carnival-ramNoFrameskip-v0	(128,)	Discrete(6)
Carnival-ramNoFrameskip-v4	(128,)	Discrete(6)
Centipede-ram-v0	(128,)	Discrete(18)
Centipede-ram-v4	(128,)	Discrete(18)
Centipede-ramDeterministic-v0	(128,)	Discrete(18)
Centipede-ramDeterministic-v4	(128,)	Discrete(18)
Centipede-ramNoFrameskip-v0	(128,)	Discrete(18)
Centipede-ramNoFrameskip-v4	(128,)	Discrete(18)
ChopperCommand-ram-v0	(128,)	Discrete(18)
ChopperCommand-ram-v4	(128,)	Discrete(18)
ChopperCommand-ramDeterministic-v0	(128,)	Discrete(18)
ChopperCommand-ramDeterministic-v4	(128,)	Discrete(18)
ChopperCommand-ramNoFrameskip-v0	(128,)	Discrete(18)
ChopperCommand-ramNoFrameskip-v4	(128,)	Discrete(18)
CrazyClimber-ram-v0	(128,)	Discrete(9)
CrazyClimber-ram-v4	(128,)	Discrete(9)
CrazyClimber-ramDeterministic-v0	(128,)	Discrete(9)
CrazyClimber-ramDeterministic-v4	(128,)	Discrete(9)
CrazyClimber-ramNoFrameskip-v0	(128,)	Discrete(9)
CrazyClimber-ramNoFrameskip-v4	(128,)	Discrete(9)
Defender-ram-v0	(128,)	Discrete(18)
Defender-ram-v4	(128,)	Discrete(18)
Defender-ramDeterministic-v0	(128,)	Discrete(18)
Defender-ramDeterministic-v4	(128,)	Discrete(18)
Defender-ramNoFrameskip-v0	(128,)	Discrete(18)
Defender-ramNoFrameskip-v4	(128,)	Discrete(18)
DemonAttack-ram-v0	(128,)	Discrete(6)
DemonAttack-ram-v4	(128,)	Discrete(6)
DemonAttack-ramDeterministic-v0	(128,)	Discrete(6)
DemonAttack-ramDeterministic-v4	(128,)	Discrete(6)
DemonAttack-ramNoFrameskip-v0	(128,)	Discrete(6)
DemonAttack-ramNoFrameskip-v4	(128,)	Discrete(6)
DoubleDunk-ram-v0	(128,)	Discrete(18)
DoubleDunk-ram-v4	(128,)	Discrete(18)
DoubleDunk-ramDeterministic-v0	(128,)	Discrete(18)
DoubleDunk-ramDeterministic-v4	(128,)	Discrete(18)
DoubleDunk-ramNoFrameskip-v0	(128,)	Discrete(18)
DoubleDunk-ramNoFrameskip-v4	(128,)	Discrete(18)
ElevatorAction-ram-v0	(128,)	Discrete(18)
ElevatorAction-ram-v4	(128,)	Discrete(18)
ElevatorAction-ramDeterministic-v0	(128,)	Discrete(18)
ElevatorAction-ramDeterministic-v4	(128,)	Discrete(18)
ElevatorAction-ramNoFrameskip-v0	(128,)	Discrete(18)
ElevatorAction-ramNoFrameskip-v4	(128,)	Discrete(18)
Enduro-ram-v0	(128,)	Discrete(9)
Enduro-ram-v4	(128,)	Discrete(9)
Enduro-ramDeterministic-v0	(128,)	Discrete(9)
Enduro-ramDeterministic-v4	(128,)	Discrete(9)
Enduro-ramNoFrameskip-v0	(128,)	Discrete(9)
Enduro-ramNoFrameskip-v4	(128,)	Discrete(9)
FishingDerby-ram-v0	(128,)	Discrete(18)
FishingDerby-ram-v4	(128,)	Discrete(18)
FishingDerby-ramDeterministic-v0	(128,)	Discrete(18)
FishingDerby-ramDeterministic-v4	(128,)	Discrete(18)
FishingDerby-ramNoFrameskip-v0	(128,)	Discrete(18)
FishingDerby-ramNoFrameskip-v4	(128,)	Discrete(18)
Freeway-ram-v0	(128,)	Discrete(3)
Freeway-ram-v4	(128,)	Discrete(3)
Freeway-ramDeterministic-v0	(128,)	Discrete(3)
Freeway-ramDeterministic-v4	(128,)	Discrete(3)
Freeway-ramNoFrameskip-v0	(128,)	Discrete(3)
Freeway-ramNoFrameskip-v4	(128,)	Discrete(3)
Frostbite-ram-v0	(128,)	Discrete(18)
Frostbite-ram-v4	(128,)	Discrete(18)
Frostbite-ramDeterministic-v0	(128,)	Discrete(18)
Frostbite-ramDeterministic-v4	(128,)	Discrete(18)
Frostbite-ramNoFrameskip-v0	(128,)	Discrete(18)
Frostbite-ramNoFrameskip-v4	(128,)	Discrete(18)
Gopher-ram-v0	(128,)	Discrete(8)
Gopher-ram-v4	(128,)	Discrete(8)
Gopher-ramDeterministic-v0	(128,)	Discrete(8)
Gopher-ramDeterministic-v4	(128,)	Discrete(8)
Gopher-ramNoFrameskip-v0	(128,)	Discrete(8)
Gopher-ramNoFrameskip-v4	(128,)	Discrete(8)
Gravitar-ram-v0	(128,)	Discrete(18)
Gravitar-ram-v4	(128,)	Discrete(18)
Gravitar-ramDeterministic-v0	(128,)	Discrete(18)
Gravitar-ramDeterministic-v4	(128,)	Discrete(18)
Gravitar-ramNoFrameskip-v0	(128,)	Discrete(18)
Gravitar-ramNoFrameskip-v4	(128,)	Discrete(18)
Hero-ram-v0	(128,)	Discrete(18)
Hero-ram-v4	(128,)	Discrete(18)
Hero-ramDeterministic-v0	(128,)	Discrete(18)
Hero-ramDeterministic-v4	(128,)	Discrete(18)
Hero-ramNoFrameskip-v0	(128,)	Discrete(18)
Hero-ramNoFrameskip-v4	(128,)	Discrete(18)
IceHockey-ram-v0	(128,)	Discrete(18)
IceHockey-ram-v4	(128,)	Discrete(18)
IceHockey-ramDeterministic-v0	(128,)	Discrete(18)
IceHockey-ramDeterministic-v4	(128,)	Discrete(18)
IceHockey-ramNoFrameskip-v0	(128,)	Discrete(18)
IceHockey-ramNoFrameskip-v4	(128,)	Discrete(18)
Jamesbond-ram-v0	(128,)	Discrete(18)
Jamesbond-ram-v4	(128,)	Discrete(18)
Jamesbond-ramDeterministic-v0	(128,)	Discrete(18)
Jamesbond-ramDeterministic-v4	(128,)	Discrete(18)
Jamesbond-ramNoFrameskip-v0	(128,)	Discrete(18)
Jamesbond-ramNoFrameskip-v4	(128,)	Discrete(18)
JourneyEscape-ram-v0	(128,)	Discrete(16)
JourneyEscape-ram-v4	(128,)	Discrete(16)
JourneyEscape-ramDeterministic-v0	(128,)	Discrete(16)
JourneyEscape-ramDeterministic-v4	(128,)	Discrete(16)
JourneyEscape-ramNoFrameskip-v0	(128,)	Discrete(16)
JourneyEscape-ramNoFrameskip-v4	(128,)	Discrete(16)
Kangaroo-ram-v0	(128,)	Discrete(18)
Kangaroo-ram-v4	(128,)	Discrete(18)
Kangaroo-ramDeterministic-v0	(128,)	Discrete(18)
Kangaroo-ramDeterministic-v4	(128,)	Discrete(18)
Kangaroo-ramNoFrameskip-v0	(128,)	Discrete(18)
Kangaroo-ramNoFrameskip-v4	(128,)	Discrete(18)
Krull-ram-v0	(128,)	Discrete(18)
Krull-ram-v4	(128,)	Discrete(18)
Krull-ramDeterministic-v0	(128,)	Discrete(18)
Krull-ramDeterministic-v4	(128,)	Discrete(18)
Krull-ramNoFrameskip-v0	(128,)	Discrete(18)
Krull-ramNoFrameskip-v4	(128,)	Discrete(18)
KungFuMaster-ram-v0	(128,)	Discrete(14)
KungFuMaster-ram-v4	(128,)	Discrete(14)
KungFuMaster-ramDeterministic-v0	(128,)	Discrete(14)
KungFuMaster-ramDeterministic-v4	(128,)	Discrete(14)
KungFuMaster-ramNoFrameskip-v0	(128,)	Discrete(14)
KungFuMaster-ramNoFrameskip-v4	(128,)	Discrete(14)
MontezumaRevenge-ram-v0	(128,)	Discrete(18)
MontezumaRevenge-ram-v4	(128,)	Discrete(18)
MontezumaRevenge-ramDeterministic-v0	(128,)	Discrete(18)
MontezumaRevenge-ramDeterministic-v4	(128,)	Discrete(18)
MontezumaRevenge-ramNoFrameskip-v0	(128,)	Discrete(18)
MontezumaRevenge-ramNoFrameskip-v4	(128,)	Discrete(18)
MsPacman-ram-v0	(128,)	Discrete(9)
MsPacman-ram-v4	(128,)	Discrete(9)
MsPacman-ramDeterministic-v0	(128,)	Discrete(9)
MsPacman-ramDeterministic-v4	(128,)	Discrete(9)
MsPacman-ramNoFrameskip-v0	(128,)	Discrete(9)
MsPacman-ramNoFrameskip-v4	(128,)	Discrete(9)
NameThisGame-ram-v0	(128,)	Discrete(6)
NameThisGame-ram-v4	(128,)	Discrete(6)
NameThisGame-ramDeterministic-v0	(128,)	Discrete(6)
NameThisGame-ramDeterministic-v4	(128,)	Discrete(6)
NameThisGame-ramNoFrameskip-v0	(128,)	Discrete(6)
NameThisGame-ramNoFrameskip-v4	(128,)	Discrete(6)
Phoenix-ram-v0	(128,)	Discrete(8)
Phoenix-ram-v4	(128,)	Discrete(8)
Phoenix-ramDeterministic-v0	(128,)	Discrete(8)
Phoenix-ramDeterministic-v4	(128,)	Discrete(8)
Phoenix-ramNoFrameskip-v0	(128,)	Discrete(8)
Phoenix-ramNoFrameskip-v4	(128,)	Discrete(8)
Pitfall-ram-v0	(128,)	Discrete(18)
Pitfall-ram-v4	(128,)	Discrete(18)
Pitfall-ramDeterministic-v0	(128,)	Discrete(18)
Pitfall-ramDeterministic-v4	(128,)	Discrete(18)
Pitfall-ramNoFrameskip-v0	(128,)	Discrete(18)
Pitfall-ramNoFrameskip-v4	(128,)	Discrete(18)
Pong-ram-v0	(128,)	Discrete(6)
Pong-ram-v4	(128,)	Discrete(6)
Pong-ramDeterministic-v0	(128,)	Discrete(6)
Pong-ramDeterministic-v4	(128,)	Discrete(6)
Pong-ramNoFrameskip-v0	(128,)	Discrete(6)
Pong-ramNoFrameskip-v4	(128,)	Discrete(6)
Pooyan-ram-v0	(128,)	Discrete(6)
Pooyan-ram-v4	(128,)	Discrete(6)
Pooyan-ramDeterministic-v0	(128,)	Discrete(6)
Pooyan-ramDeterministic-v4	(128,)	Discrete(6)
Pooyan-ramNoFrameskip-v0	(128,)	Discrete(6)
Pooyan-ramNoFrameskip-v4	(128,)	Discrete(6)
PrivateEye-ram-v0	(128,)	Discrete(18)
PrivateEye-ram-v4	(128,)	Discrete(18)
PrivateEye-ramDeterministic-v0	(128,)	Discrete(18)
PrivateEye-ramDeterministic-v4	(128,)	Discrete(18)
PrivateEye-ramNoFrameskip-v0	(128,)	Discrete(18)
PrivateEye-ramNoFrameskip-v4	(128,)	Discrete(18)
Qbert-ram-v0	(128,)	Discrete(6)
Qbert-ram-v4	(128,)	Discrete(6)
Qbert-ramDeterministic-v0	(128,)	Discrete(6)
Qbert-ramDeterministic-v4	(128,)	Discrete(6)
Qbert-ramNoFrameskip-v0	(128,)	Discrete(6)
Qbert-ramNoFrameskip-v4	(128,)	Discrete(6)
Riverraid-ram-v0	(128,)	Discrete(18)
Riverraid-ram-v4	(128,)	Discrete(18)
Riverraid-ramDeterministic-v0	(128,)	Discrete(18)
Riverraid-ramDeterministic-v4	(128,)	Discrete(18)
Riverraid-ramNoFrameskip-v0	(128,)	Discrete(18)
Riverraid-ramNoFrameskip-v4	(128,)	Discrete(18)
RoadRunner-ram-v0	(128,)	Discrete(18)
RoadRunner-ram-v4	(128,)	Discrete(18)
RoadRunner-ramDeterministic-v0	(128,)	Discrete(18)
RoadRunner-ramDeterministic-v4	(128,)	Discrete(18)
RoadRunner-ramNoFrameskip-v0	(128,)	Discrete(18)
RoadRunner-ramNoFrameskip-v4	(128,)	Discrete(18)
Robotank-ram-v0	(128,)	Discrete(18)
Robotank-ram-v4	(128,)	Discrete(18)
Robotank-ramDeterministic-v0	(128,)	Discrete(18)
Robotank-ramDeterministic-v4	(128,)	Discrete(18)
Robotank-ramNoFrameskip-v0	(128,)	Discrete(18)
Robotank-ramNoFrameskip-v4	(128,)	Discrete(18)
Seaquest-ram-v0	(128,)	Discrete(18)
Seaquest-ram-v4	(128,)	Discrete(18)
Seaquest-ramDeterministic-v0	(128,)	Discrete(18)
Seaquest-ramDeterministic-v4	(128,)	Discrete(18)
Seaquest-ramNoFrameskip-v0	(128,)	Discrete(18)
Seaquest-ramNoFrameskip-v4	(128,)	Discrete(18)
Skiing-ram-v0	(128,)	Discrete(3)
Skiing-ram-v4	(128,)	Discrete(3)
Skiing-ramDeterministic-v0	(128,)	Discrete(3)
Skiing-ramDeterministic-v4	(128,)	Discrete(3)
Skiing-ramNoFrameskip-v0	(128,)	Discrete(3)
Skiing-ramNoFrameskip-v4	(128,)	Discrete(3)
Solaris-ram-v0	(128,)	Discrete(18)
Solaris-ram-v4	(128,)	Discrete(18)
Solaris-ramDeterministic-v0	(128,)	Discrete(18)
Solaris-ramDeterministic-v4	(128,)	Discrete(18)
Solaris-ramNoFrameskip-v0	(128,)	Discrete(18)
Solaris-ramNoFrameskip-v4	(128,)	Discrete(18)
SpaceInvaders-ram-v0	(128,)	Discrete(6)
SpaceInvaders-ram-v4	(128,)	Discrete(6)
SpaceInvaders-ramDeterministic-v0	(128,)	Discrete(6)
SpaceInvaders-ramDeterministic-v4	(128,)	Discrete(6)
SpaceInvaders-ramNoFrameskip-v0	(128,)	Discrete(6)
SpaceInvaders-ramNoFrameskip-v4	(128,)	Discrete(6)
StarGunner-ram-v0	(128,)	Discrete(18)
StarGunner-ram-v4	(128,)	Discrete(18)
StarGunner-ramDeterministic-v0	(128,)	Discrete(18)
StarGunner-ramDeterministic-v4	(128,)	Discrete(18)
StarGunner-ramNoFrameskip-v0	(128,)	Discrete(18)
StarGunner-ramNoFrameskip-v4	(128,)	Discrete(18)
Tennis-ram-v0	(128,)	Discrete(18)
Tennis-ram-v4	(128,)	Discrete(18)
Tennis-ramDeterministic-v0	(128,)	Discrete(18)
Tennis-ramDeterministic-v4	(128,)	Discrete(18)
Tennis-ramNoFrameskip-v0	(128,)	Discrete(18)
Tennis-ramNoFrameskip-v4	(128,)	Discrete(18)
TimePilot-ram-v0	(128,)	Discrete(10)
TimePilot-ram-v4	(128,)	Discrete(10)
TimePilot-ramDeterministic-v0	(128,)	Discrete(10)
TimePilot-ramDeterministic-v4	(128,)	Discrete(10)
TimePilot-ramNoFrameskip-v0	(128,)	Discrete(10)
TimePilot-ramNoFrameskip-v4	(128,)	Discrete(10)
Tutankham-ram-v0	(128,)	Discrete(8)
Tutankham-ram-v4	(128,)	Discrete(8)
Tutankham-ramDeterministic-v0	(128,)	Discrete(8)
Tutankham-ramDeterministic-v4	(128,)	Discrete(8)
Tutankham-ramNoFrameskip-v0	(128,)	Discrete(8)
Tutankham-ramNoFrameskip-v4	(128,)	Discrete(8)
UpNDown-ram-v0	(128,)	Discrete(6)
UpNDown-ram-v4	(128,)	Discrete(6)
UpNDown-ramDeterministic-v0	(128,)	Discrete(6)
UpNDown-ramDeterministic-v4	(128,)	Discrete(6)
UpNDown-ramNoFrameskip-v0	(128,)	Discrete(6)
UpNDown-ramNoFrameskip-v4	(128,)	Discrete(6)
Venture-ram-v0	(128,)	Discrete(18)
Venture-ram-v4	(128,)	Discrete(18)
Venture-ramDeterministic-v0	(128,)	Discrete(18)
Venture-ramDeterministic-v4	(128,)	Discrete(18)
Venture-ramNoFrameskip-v0	(128,)	Discrete(18)
Venture-ramNoFrameskip-v4	(128,)	Discrete(18)
VideoPinball-ram-v0	(128,)	Discrete(9)
VideoPinball-ram-v4	(128,)	Discrete(9)
VideoPinball-ramDeterministic-v0	(128,)	Discrete(9)
VideoPinball-ramDeterministic-v4	(128,)	Discrete(9)
VideoPinball-ramNoFrameskip-v0	(128,)	Discrete(9)
VideoPinball-ramNoFrameskip-v4	(128,)	Discrete(9)
WizardOfWor-ram-v0	(128,)	Discrete(10)
WizardOfWor-ram-v4	(128,)	Discrete(10)
WizardOfWor-ramDeterministic-v0	(128,)	Discrete(10)
WizardOfWor-ramDeterministic-v4	(128,)	Discrete(10)
WizardOfWor-ramNoFrameskip-v0	(128,)	Discrete(10)
WizardOfWor-ramNoFrameskip-v4	(128,)	Discrete(10)
YarsRevenge-ram-v0	(128,)	Discrete(18)
YarsRevenge-ram-v4	(128,)	Discrete(18)
YarsRevenge-ramDeterministic-v0	(128,)	Discrete(18)
YarsRevenge-ramDeterministic-v4	(128,)	Discrete(18)
YarsRevenge-ramNoFrameskip-v0	(128,)	Discrete(18)
YarsRevenge-ramNoFrameskip-v4	(128,)	Discrete(18)
Zaxxon-ram-v0	(128,)	Discrete(18)
Zaxxon-ram-v4	(128,)	Discrete(18)
Zaxxon-ramDeterministic-v0	(128,)	Discrete(18)
Zaxxon-ramDeterministic-v4	(128,)	Discrete(18)
Zaxxon-ramNoFrameskip-v0	(128,)	Discrete(18)
Zaxxon-ramNoFrameskip-v4	(128,)	Discrete(18)

Details of the entire playable Gym Universe:

name	state space	action space
CartPole-v0	(4,)	Discrete(2)
CartPole-v1	(4,)	Discrete(2)
MountainCar-v0	(2,)	Discrete(3)
MountainCarContinuous-v0	(2,)	Box(1,)
Pendulum-v0	(3,)	Box(1,)
Acrobot-v1	(6,)	Discrete(3)
CliffWalking-v0	()	Discrete(4)
Adventure-v0	(250, 160, 3)	Discrete(18)
Adventure-v4	(250, 160, 3)	Discrete(18)
AdventureDeterministic-v0	(250, 160, 3)	Discrete(18)
AdventureDeterministic-v4	(250, 160, 3)	Discrete(18)
AdventureNoFrameskip-v0	(250, 160, 3)	Discrete(18)
AdventureNoFrameskip-v4	(250, 160, 3)	Discrete(18)
Adventure-ram-v0	(128,)	Discrete(18)
Adventure-ram-v4	(128,)	Discrete(18)
Adventure-ramDeterministic-v0	(128,)	Discrete(18)
Adventure-ramDeterministic-v4	(128,)	Discrete(18)
Adventure-ramNoFrameskip-v0	(128,)	Discrete(18)
Adventure-ramNoFrameskip-v4	(128,)	Discrete(18)
AirRaid-v0	(250, 160, 3)	Discrete(6)
AirRaid-v4	(250, 160, 3)	Discrete(6)
AirRaidDeterministic-v0	(250, 160, 3)	Discrete(6)
AirRaidDeterministic-v4	(250, 160, 3)	Discrete(6)
AirRaidNoFrameskip-v0	(250, 160, 3)	Discrete(6)
AirRaidNoFrameskip-v4	(250, 160, 3)	Discrete(6)
AirRaid-ram-v0	(128,)	Discrete(6)
AirRaid-ram-v4	(128,)	Discrete(6)
AirRaid-ramDeterministic-v0	(128,)	Discrete(6)
AirRaid-ramDeterministic-v4	(128,)	Discrete(6)
AirRaid-ramNoFrameskip-v0	(128,)	Discrete(6)
AirRaid-ramNoFrameskip-v4	(128,)	Discrete(6)
Alien-v0	(210, 160, 3)	Discrete(18)
Alien-v4	(210, 160, 3)	Discrete(18)
AlienDeterministic-v0	(210, 160, 3)	Discrete(18)
AlienDeterministic-v4	(210, 160, 3)	Discrete(18)
AlienNoFrameskip-v0	(210, 160, 3)	Discrete(18)
AlienNoFrameskip-v4	(210, 160, 3)	Discrete(18)
Alien-ram-v0	(128,)	Discrete(18)
Alien-ram-v4	(128,)	Discrete(18)
Alien-ramDeterministic-v0	(128,)	Discrete(18)
Alien-ramDeterministic-v4	(128,)	Discrete(18)
Alien-ramNoFrameskip-v0	(128,)	Discrete(18)
Alien-ramNoFrameskip-v4	(128,)	Discrete(18)
Amidar-v0	(250, 160, 3)	Discrete(10)
Amidar-v4	(250, 160, 3)	Discrete(10)
AmidarDeterministic-v0	(250, 160, 3)	Discrete(10)
AmidarDeterministic-v4	(250, 160, 3)	Discrete(10)
AmidarNoFrameskip-v0	(250, 160, 3)	Discrete(10)
AmidarNoFrameskip-v4	(250, 160, 3)	Discrete(10)
Amidar-ram-v0	(128,)	Discrete(10)
Amidar-ram-v4	(128,)	Discrete(10)
Amidar-ramDeterministic-v0	(128,)	Discrete(10)
Amidar-ramDeterministic-v4	(128,)	Discrete(10)
Amidar-ramNoFrameskip-v0	(128,)	Discrete(10)
Amidar-ramNoFrameskip-v4	(128,)	Discrete(10)
Assault-v0	(250, 160, 3)	Discrete(7)
Assault-v4	(250, 160, 3)	Discrete(7)
AssaultDeterministic-v0	(250, 160, 3)	Discrete(7)
AssaultDeterministic-v4	(250, 160, 3)	Discrete(7)
AssaultNoFrameskip-v0	(250, 160, 3)	Discrete(7)
AssaultNoFrameskip-v4	(250, 160, 3)	Discrete(7)
Assault-ram-v0	(128,)	Discrete(7)
Assault-ram-v4	(128,)	Discrete(7)
Assault-ramDeterministic-v0	(128,)	Discrete(7)
Assault-ramDeterministic-v4	(128,)	Discrete(7)
Assault-ramNoFrameskip-v0	(128,)	Discrete(7)
Assault-ramNoFrameskip-v4	(128,)	Discrete(7)
Asterix-v0	(210, 160, 3)	Discrete(9)
Asterix-v4	(210, 160, 3)	Discrete(9)
AsterixDeterministic-v0	(210, 160, 3)	Discrete(9)
AsterixDeterministic-v4	(210, 160, 3)	Discrete(9)
AsterixNoFrameskip-v0	(210, 160, 3)	Discrete(9)
AsterixNoFrameskip-v4	(210, 160, 3)	Discrete(9)
Asterix-ram-v0	(128,)	Discrete(9)
Asterix-ram-v4	(128,)	Discrete(9)
Asterix-ramDeterministic-v0	(128,)	Discrete(9)
Asterix-ramDeterministic-v4	(128,)	Discrete(9)
Asterix-ramNoFrameskip-v0	(128,)	Discrete(9)
Asterix-ramNoFrameskip-v4	(128,)	Discrete(9)
Asteroids-v0	(210, 160, 3)	Discrete(14)
Asteroids-v4	(210, 160, 3)	Discrete(14)
AsteroidsDeterministic-v0	(210, 160, 3)	Discrete(14)
AsteroidsDeterministic-v4	(210, 160, 3)	Discrete(14)
AsteroidsNoFrameskip-v0	(210, 160, 3)	Discrete(14)
AsteroidsNoFrameskip-v4	(210, 160, 3)	Discrete(14)
Asteroids-ram-v0	(128,)	Discrete(14)
Asteroids-ram-v4	(128,)	Discrete(14)
Asteroids-ramDeterministic-v0	(128,)	Discrete(14)
Asteroids-ramDeterministic-v4	(128,)	Discrete(14)
Asteroids-ramNoFrameskip-v0	(128,)	Discrete(14)
Asteroids-ramNoFrameskip-v4	(128,)	Discrete(14)
Atlantis-v0	(210, 160, 3)	Discrete(4)
Atlantis-v4	(210, 160, 3)	Discrete(4)
AtlantisDeterministic-v0	(210, 160, 3)	Discrete(4)
AtlantisDeterministic-v4	(210, 160, 3)	Discrete(4)
AtlantisNoFrameskip-v0	(210, 160, 3)	Discrete(4)
AtlantisNoFrameskip-v4	(210, 160, 3)	Discrete(4)
Atlantis-ram-v0	(128,)	Discrete(4)
Atlantis-ram-v4	(128,)	Discrete(4)
Atlantis-ramDeterministic-v0	(128,)	Discrete(4)
Atlantis-ramDeterministic-v4	(128,)	Discrete(4)
Atlantis-ramNoFrameskip-v0	(128,)	Discrete(4)
Atlantis-ramNoFrameskip-v4	(128,)	Discrete(4)
BankHeist-v0	(250, 160, 3)	Discrete(18)
BankHeist-v4	(250, 160, 3)	Discrete(18)
BankHeistDeterministic-v0	(250, 160, 3)	Discrete(18)
BankHeistDeterministic-v4	(250, 160, 3)	Discrete(18)
BankHeistNoFrameskip-v0	(250, 160, 3)	Discrete(18)
BankHeistNoFrameskip-v4	(250, 160, 3)	Discrete(18)
BankHeist-ram-v0	(128,)	Discrete(18)
BankHeist-ram-v4	(128,)	Discrete(18)
BankHeist-ramDeterministic-v0	(128,)	Discrete(18)
BankHeist-ramDeterministic-v4	(128,)	Discrete(18)
BankHeist-ramNoFrameskip-v0	(128,)	Discrete(18)
BankHeist-ramNoFrameskip-v4	(128,)	Discrete(18)
BattleZone-v0	(210, 160, 3)	Discrete(18)
BattleZone-v4	(210, 160, 3)	Discrete(18)
BattleZoneDeterministic-v0	(210, 160, 3)	Discrete(18)
BattleZoneDeterministic-v4	(210, 160, 3)	Discrete(18)
BattleZoneNoFrameskip-v0	(210, 160, 3)	Discrete(18)
BattleZoneNoFrameskip-v4	(210, 160, 3)	Discrete(18)
BattleZone-ram-v0	(128,)	Discrete(18)
BattleZone-ram-v4	(128,)	Discrete(18)
BattleZone-ramDeterministic-v0	(128,)	Discrete(18)
BattleZone-ramDeterministic-v4	(128,)	Discrete(18)
BattleZone-ramNoFrameskip-v0	(128,)	Discrete(18)
BattleZone-ramNoFrameskip-v4	(128,)	Discrete(18)
BeamRider-v0	(210, 160, 3)	Discrete(9)
BeamRider-v4	(210, 160, 3)	Discrete(9)
BeamRiderDeterministic-v0	(210, 160, 3)	Discrete(9)
BeamRiderDeterministic-v4	(210, 160, 3)	Discrete(9)
BeamRiderNoFrameskip-v0	(210, 160, 3)	Discrete(9)
BeamRiderNoFrameskip-v4	(210, 160, 3)	Discrete(9)
BeamRider-ram-v0	(128,)	Discrete(9)
BeamRider-ram-v4	(128,)	Discrete(9)
BeamRider-ramDeterministic-v0	(128,)	Discrete(9)
BeamRider-ramDeterministic-v4	(128,)	Discrete(9)
BeamRider-ramNoFrameskip-v0	(128,)	Discrete(9)
BeamRider-ramNoFrameskip-v4	(128,)	Discrete(9)
Berzerk-v0	(210, 160, 3)	Discrete(18)
Berzerk-v4	(210, 160, 3)	Discrete(18)
BerzerkDeterministic-v0	(210, 160, 3)	Discrete(18)
BerzerkDeterministic-v4	(210, 160, 3)	Discrete(18)
BerzerkNoFrameskip-v0	(210, 160, 3)	Discrete(18)
BerzerkNoFrameskip-v4	(210, 160, 3)	Discrete(18)
Berzerk-ram-v0	(128,)	Discrete(18)
Berzerk-ram-v4	(128,)	Discrete(18)
Berzerk-ramDeterministic-v0	(128,)	Discrete(18)
Berzerk-ramDeterministic-v4	(128,)	Discrete(18)
Berzerk-ramNoFrameskip-v0	(128,)	Discrete(18)
Berzerk-ramNoFrameskip-v4	(128,)	Discrete(18)
Bowling-v0	(210, 160, 3)	Discrete(6)
Bowling-v4	(210, 160, 3)	Discrete(6)
BowlingDeterministic-v0	(210, 160, 3)	Discrete(6)
BowlingDeterministic-v4	(210, 160, 3)	Discrete(6)
BowlingNoFrameskip-v0	(210, 160, 3)	Discrete(6)
BowlingNoFrameskip-v4	(210, 160, 3)	Discrete(6)
Bowling-ram-v0	(128,)	Discrete(6)
Bowling-ram-v4	(128,)	Discrete(6)
Bowling-ramDeterministic-v0	(128,)	Discrete(6)
Bowling-ramDeterministic-v4	(128,)	Discrete(6)
Bowling-ramNoFrameskip-v0	(128,)	Discrete(6)
Bowling-ramNoFrameskip-v4	(128,)	Discrete(6)
Boxing-v0	(210, 160, 3)	Discrete(18)
Boxing-v4	(210, 160, 3)	Discrete(18)
BoxingDeterministic-v0	(210, 160, 3)	Discrete(18)
BoxingDeterministic-v4	(210, 160, 3)	Discrete(18)
BoxingNoFrameskip-v0	(210, 160, 3)	Discrete(18)
BoxingNoFrameskip-v4	(210, 160, 3)	Discrete(18)
Boxing-ram-v0	(128,)	Discrete(18)
Boxing-ram-v4	(128,)	Discrete(18)
Boxing-ramDeterministic-v0	(128,)	Discrete(18)
Boxing-ramDeterministic-v4	(128,)	Discrete(18)
Boxing-ramNoFrameskip-v0	(128,)	Discrete(18)
Boxing-ramNoFrameskip-v4	(128,)	Discrete(18)
Breakout-v0	(210, 160, 3)	Discrete(4)
Breakout-v4	(210, 160, 3)	Discrete(4)
BreakoutDeterministic-v0	(210, 160, 3)	Discrete(4)
BreakoutDeterministic-v4	(210, 160, 3)	Discrete(4)
BreakoutNoFrameskip-v0	(210, 160, 3)	Discrete(4)
BreakoutNoFrameskip-v4	(210, 160, 3)	Discrete(4)
Breakout-ram-v0	(128,)	Discrete(4)
Breakout-ram-v4	(128,)	Discrete(4)
Breakout-ramDeterministic-v0	(128,)	Discrete(4)
Breakout-ramDeterministic-v4	(128,)	Discrete(4)
Breakout-ramNoFrameskip-v0	(128,)	Discrete(4)
Breakout-ramNoFrameskip-v4	(128,)	Discrete(4)
Carnival-v0	(250, 160, 3)	Discrete(6)
Carnival-v4	(250, 160, 3)	Discrete(6)
CarnivalDeterministic-v0	(250, 160, 3)	Discrete(6)
CarnivalDeterministic-v4	(250, 160, 3)	Discrete(6)
CarnivalNoFrameskip-v0	(250, 160, 3)	Discrete(6)
CarnivalNoFrameskip-v4	(250, 160, 3)	Discrete(6)
Carnival-ram-v0	(128,)	Discrete(6)
Carnival-ram-v4	(128,)	Discrete(6)
Carnival-ramDeterministic-v0	(128,)	Discrete(6)
Carnival-ramDeterministic-v4	(128,)	Discrete(6)
Carnival-ramNoFrameskip-v0	(128,)	Discrete(6)
Carnival-ramNoFrameskip-v4	(128,)	Discrete(6)
Centipede-v0	(250, 160, 3)	Discrete(18)
Centipede-v4	(250, 160, 3)	Discrete(18)
CentipedeDeterministic-v0	(250, 160, 3)	Discrete(18)
CentipedeDeterministic-v4	(250, 160, 3)	Discrete(18)
CentipedeNoFrameskip-v0	(250, 160, 3)	Discrete(18)
CentipedeNoFrameskip-v4	(250, 160, 3)	Discrete(18)
Centipede-ram-v0	(128,)	Discrete(18)
Centipede-ram-v4	(128,)	Discrete(18)
Centipede-ramDeterministic-v0	(128,)	Discrete(18)
Centipede-ramDeterministic-v4	(128,)	Discrete(18)
Centipede-ramNoFrameskip-v0	(128,)	Discrete(18)
Centipede-ramNoFrameskip-v4	(128,)	Discrete(18)
ChopperCommand-v0	(210, 160, 3)	Discrete(18)
ChopperCommand-v4	(210, 160, 3)	Discrete(18)
ChopperCommandDeterministic-v0	(210, 160, 3)	Discrete(18)
ChopperCommandDeterministic-v4	(210, 160, 3)	Discrete(18)
ChopperCommandNoFrameskip-v0	(210, 160, 3)	Discrete(18)
ChopperCommandNoFrameskip-v4	(210, 160, 3)	Discrete(18)
ChopperCommand-ram-v0	(128,)	Discrete(18)
ChopperCommand-ram-v4	(128,)	Discrete(18)
ChopperCommand-ramDeterministic-v0	(128,)	Discrete(18)
ChopperCommand-ramDeterministic-v4	(128,)	Discrete(18)
ChopperCommand-ramNoFrameskip-v0	(128,)	Discrete(18)
ChopperCommand-ramNoFrameskip-v4	(128,)	Discrete(18)
CrazyClimber-v0	(210, 160, 3)	Discrete(9)
CrazyClimber-v4	(210, 160, 3)	Discrete(9)
CrazyClimberDeterministic-v0	(210, 160, 3)	Discrete(9)
CrazyClimberDeterministic-v4	(210, 160, 3)	Discrete(9)
CrazyClimberNoFrameskip-v0	(210, 160, 3)	Discrete(9)
CrazyClimberNoFrameskip-v4	(210, 160, 3)	Discrete(9)
CrazyClimber-ram-v0	(128,)	Discrete(9)
CrazyClimber-ram-v4	(128,)	Discrete(9)
CrazyClimber-ramDeterministic-v0	(128,)	Discrete(9)
CrazyClimber-ramDeterministic-v4	(128,)	Discrete(9)
CrazyClimber-ramNoFrameskip-v0	(128,)	Discrete(9)
CrazyClimber-ramNoFrameskip-v4	(128,)	Discrete(9)
Defender-v0	(210, 160, 3)	Discrete(18)
Defender-v4	(210, 160, 3)	Discrete(18)
DefenderDeterministic-v0	(210, 160, 3)	Discrete(18)
DefenderDeterministic-v4	(210, 160, 3)	Discrete(18)
DefenderNoFrameskip-v0	(210, 160, 3)	Discrete(18)
DefenderNoFrameskip-v4	(210, 160, 3)	Discrete(18)
Defender-ram-v0	(128,)	Discrete(18)
Defender-ram-v4	(128,)	Discrete(18)
Defender-ramDeterministic-v0	(128,)	Discrete(18)
Defender-ramDeterministic-v4	(128,)	Discrete(18)
Defender-ramNoFrameskip-v0	(128,)	Discrete(18)
Defender-ramNoFrameskip-v4	(128,)	Discrete(18)
DemonAttack-v0	(210, 160, 3)	Discrete(6)
DemonAttack-v4	(210, 160, 3)	Discrete(6)
DemonAttackDeterministic-v0	(210, 160, 3)	Discrete(6)
DemonAttackDeterministic-v4	(210, 160, 3)	Discrete(6)
DemonAttackNoFrameskip-v0	(210, 160, 3)	Discrete(6)
DemonAttackNoFrameskip-v4	(210, 160, 3)	Discrete(6)
DemonAttack-ram-v0	(128,)	Discrete(6)
DemonAttack-ram-v4	(128,)	Discrete(6)
DemonAttack-ramDeterministic-v0	(128,)	Discrete(6)
DemonAttack-ramDeterministic-v4	(128,)	Discrete(6)
DemonAttack-ramNoFrameskip-v0	(128,)	Discrete(6)
DemonAttack-ramNoFrameskip-v4	(128,)	Discrete(6)
DoubleDunk-v0	(250, 160, 3)	Discrete(18)
DoubleDunk-v4	(250, 160, 3)	Discrete(18)
DoubleDunkDeterministic-v0	(250, 160, 3)	Discrete(18)
DoubleDunkDeterministic-v4	(250, 160, 3)	Discrete(18)
DoubleDunkNoFrameskip-v0	(250, 160, 3)	Discrete(18)
DoubleDunkNoFrameskip-v4	(250, 160, 3)	Discrete(18)
DoubleDunk-ram-v0	(128,)	Discrete(18)
DoubleDunk-ram-v4	(128,)	Discrete(18)
DoubleDunk-ramDeterministic-v0	(128,)	Discrete(18)
DoubleDunk-ramDeterministic-v4	(128,)	Discrete(18)
DoubleDunk-ramNoFrameskip-v0	(128,)	Discrete(18)
DoubleDunk-ramNoFrameskip-v4	(128,)	Discrete(18)
ElevatorAction-v0	(210, 160, 3)	Discrete(18)
ElevatorAction-v4	(210, 160, 3)	Discrete(18)
ElevatorActionDeterministic-v0	(210, 160, 3)	Discrete(18)
ElevatorActionDeterministic-v4	(210, 160, 3)	Discrete(18)
ElevatorActionNoFrameskip-v0	(210, 160, 3)	Discrete(18)
ElevatorActionNoFrameskip-v4	(210, 160, 3)	Discrete(18)
ElevatorAction-ram-v0	(128,)	Discrete(18)
ElevatorAction-ram-v4	(128,)	Discrete(18)
ElevatorAction-ramDeterministic-v0	(128,)	Discrete(18)
ElevatorAction-ramDeterministic-v4	(128,)	Discrete(18)
ElevatorAction-ramNoFrameskip-v0	(128,)	Discrete(18)
ElevatorAction-ramNoFrameskip-v4	(128,)	Discrete(18)
Enduro-v0	(210, 160, 3)	Discrete(9)
Enduro-v4	(210, 160, 3)	Discrete(9)
EnduroDeterministic-v0	(210, 160, 3)	Discrete(9)
EnduroDeterministic-v4	(210, 160, 3)	Discrete(9)
EnduroNoFrameskip-v0	(210, 160, 3)	Discrete(9)
EnduroNoFrameskip-v4	(210, 160, 3)	Discrete(9)
Enduro-ram-v0	(128,)	Discrete(9)
Enduro-ram-v4	(128,)	Discrete(9)
Enduro-ramDeterministic-v0	(128,)	Discrete(9)
Enduro-ramDeterministic-v4	(128,)	Discrete(9)
Enduro-ramNoFrameskip-v0	(128,)	Discrete(9)
Enduro-ramNoFrameskip-v4	(128,)	Discrete(9)
FishingDerby-v0	(210, 160, 3)	Discrete(18)
FishingDerby-v4	(210, 160, 3)	Discrete(18)
FishingDerbyDeterministic-v0	(210, 160, 3)	Discrete(18)
FishingDerbyDeterministic-v4	(210, 160, 3)	Discrete(18)
FishingDerbyNoFrameskip-v0	(210, 160, 3)	Discrete(18)
FishingDerbyNoFrameskip-v4	(210, 160, 3)	Discrete(18)
FishingDerby-ram-v0	(128,)	Discrete(18)
FishingDerby-ram-v4	(128,)	Discrete(18)
FishingDerby-ramDeterministic-v0	(128,)	Discrete(18)
FishingDerby-ramDeterministic-v4	(128,)	Discrete(18)
FishingDerby-ramNoFrameskip-v0	(128,)	Discrete(18)
FishingDerby-ramNoFrameskip-v4	(128,)	Discrete(18)
Freeway-v0	(210, 160, 3)	Discrete(3)
Freeway-v4	(210, 160, 3)	Discrete(3)
FreewayDeterministic-v0	(210, 160, 3)	Discrete(3)
FreewayDeterministic-v4	(210, 160, 3)	Discrete(3)
FreewayNoFrameskip-v0	(210, 160, 3)	Discrete(3)
FreewayNoFrameskip-v4	(210, 160, 3)	Discrete(3)
Freeway-ram-v0	(128,)	Discrete(3)
Freeway-ram-v4	(128,)	Discrete(3)
Freeway-ramDeterministic-v0	(128,)	Discrete(3)
Freeway-ramDeterministic-v4	(128,)	Discrete(3)
Freeway-ramNoFrameskip-v0	(128,)	Discrete(3)
Freeway-ramNoFrameskip-v4	(128,)	Discrete(3)
Frostbite-v0	(210, 160, 3)	Discrete(18)
Frostbite-v4	(210, 160, 3)	Discrete(18)
FrostbiteDeterministic-v0	(210, 160, 3)	Discrete(18)
FrostbiteDeterministic-v4	(210, 160, 3)	Discrete(18)
FrostbiteNoFrameskip-v0	(210, 160, 3)	Discrete(18)
FrostbiteNoFrameskip-v4	(210, 160, 3)	Discrete(18)
Frostbite-ram-v0	(128,)	Discrete(18)
Frostbite-ram-v4	(128,)	Discrete(18)
Frostbite-ramDeterministic-v0	(128,)	Discrete(18)
Frostbite-ramDeterministic-v4	(128,)	Discrete(18)
Frostbite-ramNoFrameskip-v0	(128,)	Discrete(18)
Frostbite-ramNoFrameskip-v4	(128,)	Discrete(18)
Gopher-v0	(250, 160, 3)	Discrete(8)
Gopher-v4	(250, 160, 3)	Discrete(8)
GopherDeterministic-v0	(250, 160, 3)	Discrete(8)
GopherDeterministic-v4	(250, 160, 3)	Discrete(8)
GopherNoFrameskip-v0	(250, 160, 3)	Discrete(8)
GopherNoFrameskip-v4	(250, 160, 3)	Discrete(8)
Gopher-ram-v0	(128,)	Discrete(8)
Gopher-ram-v4	(128,)	Discrete(8)
Gopher-ramDeterministic-v0	(128,)	Discrete(8)
Gopher-ramDeterministic-v4	(128,)	Discrete(8)
Gopher-ramNoFrameskip-v0	(128,)	Discrete(8)
Gopher-ramNoFrameskip-v4	(128,)	Discrete(8)
Gravitar-v0	(210, 160, 3)	Discrete(18)
Gravitar-v4	(210, 160, 3)	Discrete(18)
GravitarDeterministic-v0	(210, 160, 3)	Discrete(18)
GravitarDeterministic-v4	(210, 160, 3)	Discrete(18)
GravitarNoFrameskip-v0	(210, 160, 3)	Discrete(18)
GravitarNoFrameskip-v4	(210, 160, 3)	Discrete(18)
Gravitar-ram-v0	(128,)	Discrete(18)
Gravitar-ram-v4	(128,)	Discrete(18)
Gravitar-ramDeterministic-v0	(128,)	Discrete(18)
Gravitar-ramDeterministic-v4	(128,)	Discrete(18)
Gravitar-ramNoFrameskip-v0	(128,)	Discrete(18)
Gravitar-ramNoFrameskip-v4	(128,)	Discrete(18)
Hero-v0	(210, 160, 3)	Discrete(18)
Hero-v4	(210, 160, 3)	Discrete(18)
HeroDeterministic-v0	(210, 160, 3)	Discrete(18)
HeroDeterministic-v4	(210, 160, 3)	Discrete(18)
HeroNoFrameskip-v0	(210, 160, 3)	Discrete(18)
HeroNoFrameskip-v4	(210, 160, 3)	Discrete(18)
Hero-ram-v0	(128,)	Discrete(18)
Hero-ram-v4	(128,)	Discrete(18)
Hero-ramDeterministic-v0	(128,)	Discrete(18)
Hero-ramDeterministic-v4	(128,)	Discrete(18)
Hero-ramNoFrameskip-v0	(128,)	Discrete(18)
Hero-ramNoFrameskip-v4	(128,)	Discrete(18)
IceHockey-v0	(210, 160, 3)	Discrete(18)
IceHockey-v4	(210, 160, 3)	Discrete(18)
IceHockeyDeterministic-v0	(210, 160, 3)	Discrete(18)
IceHockeyDeterministic-v4	(210, 160, 3)	Discrete(18)
IceHockeyNoFrameskip-v0	(210, 160, 3)	Discrete(18)
IceHockeyNoFrameskip-v4	(210, 160, 3)	Discrete(18)
IceHockey-ram-v0	(128,)	Discrete(18)
IceHockey-ram-v4	(128,)	Discrete(18)
IceHockey-ramDeterministic-v0	(128,)	Discrete(18)
IceHockey-ramDeterministic-v4	(128,)	Discrete(18)
IceHockey-ramNoFrameskip-v0	(128,)	Discrete(18)
IceHockey-ramNoFrameskip-v4	(128,)	Discrete(18)
Jamesbond-v0	(210, 160, 3)	Discrete(18)
Jamesbond-v4	(210, 160, 3)	Discrete(18)
JamesbondDeterministic-v0	(210, 160, 3)	Discrete(18)
JamesbondDeterministic-v4	(210, 160, 3)	Discrete(18)
JamesbondNoFrameskip-v0	(210, 160, 3)	Discrete(18)
JamesbondNoFrameskip-v4	(210, 160, 3)	Discrete(18)
Jamesbond-ram-v0	(128,)	Discrete(18)
Jamesbond-ram-v4	(128,)	Discrete(18)
Jamesbond-ramDeterministic-v0	(128,)	Discrete(18)
Jamesbond-ramDeterministic-v4	(128,)	Discrete(18)
Jamesbond-ramNoFrameskip-v0	(128,)	Discrete(18)
Jamesbond-ramNoFrameskip-v4	(128,)	Discrete(18)
JourneyEscape-v0	(230, 160, 3)	Discrete(16)
JourneyEscape-v4	(230, 160, 3)	Discrete(16)
JourneyEscapeDeterministic-v0	(230, 160, 3)	Discrete(16)
JourneyEscapeDeterministic-v4	(230, 160, 3)	Discrete(16)
JourneyEscapeNoFrameskip-v0	(230, 160, 3)	Discrete(16)
JourneyEscapeNoFrameskip-v4	(230, 160, 3)	Discrete(16)
JourneyEscape-ram-v0	(128,)	Discrete(16)
JourneyEscape-ram-v4	(128,)	Discrete(16)
JourneyEscape-ramDeterministic-v0	(128,)	Discrete(16)
JourneyEscape-ramDeterministic-v4	(128,)	Discrete(16)
JourneyEscape-ramNoFrameskip-v0	(128,)	Discrete(16)
JourneyEscape-ramNoFrameskip-v4	(128,)	Discrete(16)
Kangaroo-v0	(210, 160, 3)	Discrete(18)
Kangaroo-v4	(210, 160, 3)	Discrete(18)
KangarooDeterministic-v0	(210, 160, 3)	Discrete(18)
KangarooDeterministic-v4	(210, 160, 3)	Discrete(18)
KangarooNoFrameskip-v0	(210, 160, 3)	Discrete(18)
KangarooNoFrameskip-v4	(210, 160, 3)	Discrete(18)
Kangaroo-ram-v0	(128,)	Discrete(18)
Kangaroo-ram-v4	(128,)	Discrete(18)
Kangaroo-ramDeterministic-v0	(128,)	Discrete(18)
Kangaroo-ramDeterministic-v4	(128,)	Discrete(18)
Kangaroo-ramNoFrameskip-v0	(128,)	Discrete(18)
Kangaroo-ramNoFrameskip-v4	(128,)	Discrete(18)
Krull-v0	(210, 160, 3)	Discrete(18)
Krull-v4	(210, 160, 3)	Discrete(18)
KrullDeterministic-v0	(210, 160, 3)	Discrete(18)
KrullDeterministic-v4	(210, 160, 3)	Discrete(18)
KrullNoFrameskip-v0	(210, 160, 3)	Discrete(18)
KrullNoFrameskip-v4	(210, 160, 3)	Discrete(18)
Krull-ram-v0	(128,)	Discrete(18)
Krull-ram-v4	(128,)	Discrete(18)
Krull-ramDeterministic-v0	(128,)	Discrete(18)
Krull-ramDeterministic-v4	(128,)	Discrete(18)
Krull-ramNoFrameskip-v0	(128,)	Discrete(18)
Krull-ramNoFrameskip-v4	(128,)	Discrete(18)
KungFuMaster-v0	(210, 160, 3)	Discrete(14)
KungFuMaster-v4	(210, 160, 3)	Discrete(14)
KungFuMasterDeterministic-v0	(210, 160, 3)	Discrete(14)
KungFuMasterDeterministic-v4	(210, 160, 3)	Discrete(14)
KungFuMasterNoFrameskip-v0	(210, 160, 3)	Discrete(14)
KungFuMasterNoFrameskip-v4	(210, 160, 3)	Discrete(14)
KungFuMaster-ram-v0	(128,)	Discrete(14)
KungFuMaster-ram-v4	(128,)	Discrete(14)
KungFuMaster-ramDeterministic-v0	(128,)	Discrete(14)
KungFuMaster-ramDeterministic-v4	(128,)	Discrete(14)
KungFuMaster-ramNoFrameskip-v0	(128,)	Discrete(14)
KungFuMaster-ramNoFrameskip-v4	(128,)	Discrete(14)
MontezumaRevenge-v0	(210, 160, 3)	Discrete(18)
MontezumaRevenge-v4	(210, 160, 3)	Discrete(18)
MontezumaRevengeDeterministic-v0	(210, 160, 3)	Discrete(18)
MontezumaRevengeDeterministic-v4	(210, 160, 3)	Discrete(18)
MontezumaRevengeNoFrameskip-v0	(210, 160, 3)	Discrete(18)
MontezumaRevengeNoFrameskip-v4	(210, 160, 3)	Discrete(18)
MontezumaRevenge-ram-v0	(128,)	Discrete(18)
MontezumaRevenge-ram-v4	(128,)	Discrete(18)
MontezumaRevenge-ramDeterministic-v0	(128,)	Discrete(18)
MontezumaRevenge-ramDeterministic-v4	(128,)	Discrete(18)
MontezumaRevenge-ramNoFrameskip-v0	(128,)	Discrete(18)
MontezumaRevenge-ramNoFrameskip-v4	(128,)	Discrete(18)
MsPacman-v0	(210, 160, 3)	Discrete(9)
MsPacman-v4	(210, 160, 3)	Discrete(9)
MsPacmanDeterministic-v0	(210, 160, 3)	Discrete(9)
MsPacmanDeterministic-v4	(210, 160, 3)	Discrete(9)
MsPacmanNoFrameskip-v0	(210, 160, 3)	Discrete(9)
MsPacmanNoFrameskip-v4	(210, 160, 3)	Discrete(9)
MsPacman-ram-v0	(128,)	Discrete(9)
MsPacman-ram-v4	(128,)	Discrete(9)
MsPacman-ramDeterministic-v0	(128,)	Discrete(9)
MsPacman-ramDeterministic-v4	(128,)	Discrete(9)
MsPacman-ramNoFrameskip-v0	(128,)	Discrete(9)
MsPacman-ramNoFrameskip-v4	(128,)	Discrete(9)
NameThisGame-v0	(210, 160, 3)	Discrete(6)
NameThisGame-v4	(210, 160, 3)	Discrete(6)
NameThisGameDeterministic-v0	(210, 160, 3)	Discrete(6)
NameThisGameDeterministic-v4	(210, 160, 3)	Discrete(6)
NameThisGameNoFrameskip-v0	(210, 160, 3)	Discrete(6)
NameThisGameNoFrameskip-v4	(210, 160, 3)	Discrete(6)
NameThisGame-ram-v0	(128,)	Discrete(6)
NameThisGame-ram-v4	(128,)	Discrete(6)
NameThisGame-ramDeterministic-v0	(128,)	Discrete(6)
NameThisGame-ramDeterministic-v4	(128,)	Discrete(6)
NameThisGame-ramNoFrameskip-v0	(128,)	Discrete(6)
NameThisGame-ramNoFrameskip-v4	(128,)	Discrete(6)
Phoenix-v0	(210, 160, 3)	Discrete(8)
Phoenix-v4	(210, 160, 3)	Discrete(8)
PhoenixDeterministic-v0	(210, 160, 3)	Discrete(8)
PhoenixDeterministic-v4	(210, 160, 3)	Discrete(8)
PhoenixNoFrameskip-v0	(210, 160, 3)	Discrete(8)
PhoenixNoFrameskip-v4	(210, 160, 3)	Discrete(8)
Phoenix-ram-v0	(128,)	Discrete(8)
Phoenix-ram-v4	(128,)	Discrete(8)
Phoenix-ramDeterministic-v0	(128,)	Discrete(8)
Phoenix-ramDeterministic-v4	(128,)	Discrete(8)
Phoenix-ramNoFrameskip-v0	(128,)	Discrete(8)
Phoenix-ramNoFrameskip-v4	(128,)	Discrete(8)
Pitfall-v0	(210, 160, 3)	Discrete(18)
Pitfall-v4	(210, 160, 3)	Discrete(18)
PitfallDeterministic-v0	(210, 160, 3)	Discrete(18)
PitfallDeterministic-v4	(210, 160, 3)	Discrete(18)
PitfallNoFrameskip-v0	(210, 160, 3)	Discrete(18)
PitfallNoFrameskip-v4	(210, 160, 3)	Discrete(18)
Pitfall-ram-v0	(128,)	Discrete(18)
Pitfall-ram-v4	(128,)	Discrete(18)
Pitfall-ramDeterministic-v0	(128,)	Discrete(18)
Pitfall-ramDeterministic-v4	(128,)	Discrete(18)
Pitfall-ramNoFrameskip-v0	(128,)	Discrete(18)
Pitfall-ramNoFrameskip-v4	(128,)	Discrete(18)
Pong-v0	(210, 160, 3)	Discrete(6)
Pong-v4	(210, 160, 3)	Discrete(6)
PongDeterministic-v0	(210, 160, 3)	Discrete(6)
PongDeterministic-v4	(210, 160, 3)	Discrete(6)
PongNoFrameskip-v0	(210, 160, 3)	Discrete(6)
PongNoFrameskip-v4	(210, 160, 3)	Discrete(6)
Pong-ram-v0	(128,)	Discrete(6)
Pong-ram-v4	(128,)	Discrete(6)
Pong-ramDeterministic-v0	(128,)	Discrete(6)
Pong-ramDeterministic-v4	(128,)	Discrete(6)
Pong-ramNoFrameskip-v0	(128,)	Discrete(6)
Pong-ramNoFrameskip-v4	(128,)	Discrete(6)
Pooyan-v0	(250, 160, 3)	Discrete(6)
Pooyan-v4	(250, 160, 3)	Discrete(6)
PooyanDeterministic-v0	(250, 160, 3)	Discrete(6)
PooyanDeterministic-v4	(250, 160, 3)	Discrete(6)
PooyanNoFrameskip-v0	(250, 160, 3)	Discrete(6)
PooyanNoFrameskip-v4	(250, 160, 3)	Discrete(6)
Pooyan-ram-v0	(128,)	Discrete(6)
Pooyan-ram-v4	(128,)	Discrete(6)
Pooyan-ramDeterministic-v0	(128,)	Discrete(6)
Pooyan-ramDeterministic-v4	(128,)	Discrete(6)
Pooyan-ramNoFrameskip-v0	(128,)	Discrete(6)
Pooyan-ramNoFrameskip-v4	(128,)	Discrete(6)
PrivateEye-v0	(210, 160, 3)	Discrete(18)
PrivateEye-v4	(210, 160, 3)	Discrete(18)
PrivateEyeDeterministic-v0	(210, 160, 3)	Discrete(18)
PrivateEyeDeterministic-v4	(210, 160, 3)	Discrete(18)
PrivateEyeNoFrameskip-v0	(210, 160, 3)	Discrete(18)
PrivateEyeNoFrameskip-v4	(210, 160, 3)	Discrete(18)
PrivateEye-ram-v0	(128,)	Discrete(18)
PrivateEye-ram-v4	(128,)	Discrete(18)
PrivateEye-ramDeterministic-v0	(128,)	Discrete(18)
PrivateEye-ramDeterministic-v4	(128,)	Discrete(18)
PrivateEye-ramNoFrameskip-v0	(128,)	Discrete(18)
PrivateEye-ramNoFrameskip-v4	(128,)	Discrete(18)
Qbert-v0	(210, 160, 3)	Discrete(6)
Qbert-v4	(210, 160, 3)	Discrete(6)
QbertDeterministic-v0	(210, 160, 3)	Discrete(6)
QbertDeterministic-v4	(210, 160, 3)	Discrete(6)
QbertNoFrameskip-v0	(210, 160, 3)	Discrete(6)
QbertNoFrameskip-v4	(210, 160, 3)	Discrete(6)
Qbert-ram-v0	(128,)	Discrete(6)
Qbert-ram-v4	(128,)	Discrete(6)
Qbert-ramDeterministic-v0	(128,)	Discrete(6)
Qbert-ramDeterministic-v4	(128,)	Discrete(6)
Qbert-ramNoFrameskip-v0	(128,)	Discrete(6)
Qbert-ramNoFrameskip-v4	(128,)	Discrete(6)
Riverraid-v0	(210, 160, 3)	Discrete(18)
Riverraid-v4	(210, 160, 3)	Discrete(18)
RiverraidDeterministic-v0	(210, 160, 3)	Discrete(18)
RiverraidDeterministic-v4	(210, 160, 3)	Discrete(18)
RiverraidNoFrameskip-v0	(210, 160, 3)	Discrete(18)
RiverraidNoFrameskip-v4	(210, 160, 3)	Discrete(18)
Riverraid-ram-v0	(128,)	Discrete(18)
Riverraid-ram-v4	(128,)	Discrete(18)
Riverraid-ramDeterministic-v0	(128,)	Discrete(18)
Riverraid-ramDeterministic-v4	(128,)	Discrete(18)
Riverraid-ramNoFrameskip-v0	(128,)	Discrete(18)
Riverraid-ramNoFrameskip-v4	(128,)	Discrete(18)
RoadRunner-v0	(210, 160, 3)	Discrete(18)
RoadRunner-v4	(210, 160, 3)	Discrete(18)
RoadRunnerDeterministic-v0	(210, 160, 3)	Discrete(18)
RoadRunnerDeterministic-v4	(210, 160, 3)	Discrete(18)
RoadRunnerNoFrameskip-v0	(210, 160, 3)	Discrete(18)
RoadRunnerNoFrameskip-v4	(210, 160, 3)	Discrete(18)
RoadRunner-ram-v0	(128,)	Discrete(18)
RoadRunner-ram-v4	(128,)	Discrete(18)
RoadRunner-ramDeterministic-v0	(128,)	Discrete(18)
RoadRunner-ramDeterministic-v4	(128,)	Discrete(18)
RoadRunner-ramNoFrameskip-v0	(128,)	Discrete(18)
RoadRunner-ramNoFrameskip-v4	(128,)	Discrete(18)
Robotank-v0	(210, 160, 3)	Discrete(18)
Robotank-v4	(210, 160, 3)	Discrete(18)
RobotankDeterministic-v0	(210, 160, 3)	Discrete(18)
RobotankDeterministic-v4	(210, 160, 3)	Discrete(18)
RobotankNoFrameskip-v0	(210, 160, 3)	Discrete(18)
RobotankNoFrameskip-v4	(210, 160, 3)	Discrete(18)
Robotank-ram-v0	(128,)	Discrete(18)
Robotank-ram-v4	(128,)	Discrete(18)
Robotank-ramDeterministic-v0	(128,)	Discrete(18)
Robotank-ramDeterministic-v4	(128,)	Discrete(18)
Robotank-ramNoFrameskip-v0	(128,)	Discrete(18)
Robotank-ramNoFrameskip-v4	(128,)	Discrete(18)
Seaquest-v0	(210, 160, 3)	Discrete(18)
Seaquest-v4	(210, 160, 3)	Discrete(18)
SeaquestDeterministic-v0	(210, 160, 3)	Discrete(18)
SeaquestDeterministic-v4	(210, 160, 3)	Discrete(18)
SeaquestNoFrameskip-v0	(210, 160, 3)	Discrete(18)
SeaquestNoFrameskip-v4	(210, 160, 3)	Discrete(18)
Seaquest-ram-v0	(128,)	Discrete(18)
Seaquest-ram-v4	(128,)	Discrete(18)
Seaquest-ramDeterministic-v0	(128,)	Discrete(18)
Seaquest-ramDeterministic-v4	(128,)	Discrete(18)
Seaquest-ramNoFrameskip-v0	(128,)	Discrete(18)
Seaquest-ramNoFrameskip-v4	(128,)	Discrete(18)
Skiing-v0	(250, 160, 3)	Discrete(3)
Skiing-v4	(250, 160, 3)	Discrete(3)
SkiingDeterministic-v0	(250, 160, 3)	Discrete(3)
SkiingDeterministic-v4	(250, 160, 3)	Discrete(3)
SkiingNoFrameskip-v0	(250, 160, 3)	Discrete(3)
SkiingNoFrameskip-v4	(250, 160, 3)	Discrete(3)
Skiing-ram-v0	(128,)	Discrete(3)
Skiing-ram-v4	(128,)	Discrete(3)
Skiing-ramDeterministic-v0	(128,)	Discrete(3)
Skiing-ramDeterministic-v4	(128,)	Discrete(3)
Skiing-ramNoFrameskip-v0	(128,)	Discrete(3)
Skiing-ramNoFrameskip-v4	(128,)	Discrete(3)
Solaris-v0	(210, 160, 3)	Discrete(18)
Solaris-v4	(210, 160, 3)	Discrete(18)
SolarisDeterministic-v0	(210, 160, 3)	Discrete(18)
SolarisDeterministic-v4	(210, 160, 3)	Discrete(18)
SolarisNoFrameskip-v0	(210, 160, 3)	Discrete(18)
SolarisNoFrameskip-v4	(210, 160, 3)	Discrete(18)
Solaris-ram-v0	(128,)	Discrete(18)
Solaris-ram-v4	(128,)	Discrete(18)
Solaris-ramDeterministic-v0	(128,)	Discrete(18)
Solaris-ramDeterministic-v4	(128,)	Discrete(18)
Solaris-ramNoFrameskip-v0	(128,)	Discrete(18)
Solaris-ramNoFrameskip-v4	(128,)	Discrete(18)
SpaceInvaders-v0	(210, 160, 3)	Discrete(6)
SpaceInvaders-v4	(210, 160, 3)	Discrete(6)
SpaceInvadersDeterministic-v0	(210, 160, 3)	Discrete(6)
SpaceInvadersDeterministic-v4	(210, 160, 3)	Discrete(6)
SpaceInvadersNoFrameskip-v0	(210, 160, 3)	Discrete(6)
SpaceInvadersNoFrameskip-v4	(210, 160, 3)	Discrete(6)
SpaceInvaders-ram-v0	(128,)	Discrete(6)
SpaceInvaders-ram-v4	(128,)	Discrete(6)
SpaceInvaders-ramDeterministic-v0	(128,)	Discrete(6)
SpaceInvaders-ramDeterministic-v4	(128,)	Discrete(6)
SpaceInvaders-ramNoFrameskip-v0	(128,)	Discrete(6)
SpaceInvaders-ramNoFrameskip-v4	(128,)	Discrete(6)
StarGunner-v0	(210, 160, 3)	Discrete(18)
StarGunner-v4	(210, 160, 3)	Discrete(18)
StarGunnerDeterministic-v0	(210, 160, 3)	Discrete(18)
StarGunnerDeterministic-v4	(210, 160, 3)	Discrete(18)
StarGunnerNoFrameskip-v0	(210, 160, 3)	Discrete(18)
StarGunnerNoFrameskip-v4	(210, 160, 3)	Discrete(18)
StarGunner-ram-v0	(128,)	Discrete(18)
StarGunner-ram-v4	(128,)	Discrete(18)
StarGunner-ramDeterministic-v0	(128,)	Discrete(18)
StarGunner-ramDeterministic-v4	(128,)	Discrete(18)
StarGunner-ramNoFrameskip-v0	(128,)	Discrete(18)
StarGunner-ramNoFrameskip-v4	(128,)	Discrete(18)
Tennis-v0	(250, 160, 3)	Discrete(18)
Tennis-v4	(250, 160, 3)	Discrete(18)
TennisDeterministic-v0	(250, 160, 3)	Discrete(18)
TennisDeterministic-v4	(250, 160, 3)	Discrete(18)
TennisNoFrameskip-v0	(250, 160, 3)	Discrete(18)
TennisNoFrameskip-v4	(250, 160, 3)	Discrete(18)
Tennis-ram-v0	(128,)	Discrete(18)
Tennis-ram-v4	(128,)	Discrete(18)
Tennis-ramDeterministic-v0	(128,)	Discrete(18)
Tennis-ramDeterministic-v4	(128,)	Discrete(18)
Tennis-ramNoFrameskip-v0	(128,)	Discrete(18)
Tennis-ramNoFrameskip-v4	(128,)	Discrete(18)
TimePilot-v0	(210, 160, 3)	Discrete(10)
TimePilot-v4	(210, 160, 3)	Discrete(10)
TimePilotDeterministic-v0	(210, 160, 3)	Discrete(10)
TimePilotDeterministic-v4	(210, 160, 3)	Discrete(10)
TimePilotNoFrameskip-v0	(210, 160, 3)	Discrete(10)
TimePilotNoFrameskip-v4	(210, 160, 3)	Discrete(10)
TimePilot-ram-v0	(128,)	Discrete(10)
TimePilot-ram-v4	(128,)	Discrete(10)
TimePilot-ramDeterministic-v0	(128,)	Discrete(10)
TimePilot-ramDeterministic-v4	(128,)	Discrete(10)
TimePilot-ramNoFrameskip-v0	(128,)	Discrete(10)
TimePilot-ramNoFrameskip-v4	(128,)	Discrete(10)
Tutankham-v0	(250, 160, 3)	Discrete(8)
Tutankham-v4	(250, 160, 3)	Discrete(8)
TutankhamDeterministic-v0	(250, 160, 3)	Discrete(8)
TutankhamDeterministic-v4	(250, 160, 3)	Discrete(8)
TutankhamNoFrameskip-v0	(250, 160, 3)	Discrete(8)
TutankhamNoFrameskip-v4	(250, 160, 3)	Discrete(8)
Tutankham-ram-v0	(128,)	Discrete(8)
Tutankham-ram-v4	(128,)	Discrete(8)
Tutankham-ramDeterministic-v0	(128,)	Discrete(8)
Tutankham-ramDeterministic-v4	(128,)	Discrete(8)
Tutankham-ramNoFrameskip-v0	(128,)	Discrete(8)
Tutankham-ramNoFrameskip-v4	(128,)	Discrete(8)
UpNDown-v0	(210, 160, 3)	Discrete(6)
UpNDown-v4	(210, 160, 3)	Discrete(6)
UpNDownDeterministic-v0	(210, 160, 3)	Discrete(6)
UpNDownDeterministic-v4	(210, 160, 3)	Discrete(6)
UpNDownNoFrameskip-v0	(210, 160, 3)	Discrete(6)
UpNDownNoFrameskip-v4	(210, 160, 3)	Discrete(6)
UpNDown-ram-v0	(128,)	Discrete(6)
UpNDown-ram-v4	(128,)	Discrete(6)
UpNDown-ramDeterministic-v0	(128,)	Discrete(6)
UpNDown-ramDeterministic-v4	(128,)	Discrete(6)
UpNDown-ramNoFrameskip-v0	(128,)	Discrete(6)
UpNDown-ramNoFrameskip-v4	(128,)	Discrete(6)
Venture-v0	(210, 160, 3)	Discrete(18)
Venture-v4	(210, 160, 3)	Discrete(18)
VentureDeterministic-v0	(210, 160, 3)	Discrete(18)
VentureDeterministic-v4	(210, 160, 3)	Discrete(18)
VentureNoFrameskip-v0	(210, 160, 3)	Discrete(18)
VentureNoFrameskip-v4	(210, 160, 3)	Discrete(18)
Venture-ram-v0	(128,)	Discrete(18)
Venture-ram-v4	(128,)	Discrete(18)
Venture-ramDeterministic-v0	(128,)	Discrete(18)
Venture-ramDeterministic-v4	(128,)	Discrete(18)
Venture-ramNoFrameskip-v0	(128,)	Discrete(18)
Venture-ramNoFrameskip-v4	(128,)	Discrete(18)
VideoPinball-v0	(250, 160, 3)	Discrete(9)
VideoPinball-v4	(250, 160, 3)	Discrete(9)
VideoPinballDeterministic-v0	(250, 160, 3)	Discrete(9)
VideoPinballDeterministic-v4	(250, 160, 3)	Discrete(9)
VideoPinballNoFrameskip-v0	(250, 160, 3)	Discrete(9)
VideoPinballNoFrameskip-v4	(250, 160, 3)	Discrete(9)
VideoPinball-ram-v0	(128,)	Discrete(9)
VideoPinball-ram-v4	(128,)	Discrete(9)
VideoPinball-ramDeterministic-v0	(128,)	Discrete(9)
VideoPinball-ramDeterministic-v4	(128,)	Discrete(9)
VideoPinball-ramNoFrameskip-v0	(128,)	Discrete(9)
VideoPinball-ramNoFrameskip-v4	(128,)	Discrete(9)
WizardOfWor-v0	(250, 160, 3)	Discrete(10)
WizardOfWor-v4	(250, 160, 3)	Discrete(10)
WizardOfWorDeterministic-v0	(250, 160, 3)	Discrete(10)
WizardOfWorDeterministic-v4	(250, 160, 3)	Discrete(10)
WizardOfWorNoFrameskip-v0	(250, 160, 3)	Discrete(10)
WizardOfWorNoFrameskip-v4	(250, 160, 3)	Discrete(10)
WizardOfWor-ram-v0	(128,)	Discrete(10)
WizardOfWor-ram-v4	(128,)	Discrete(10)
WizardOfWor-ramDeterministic-v0	(128,)	Discrete(10)
WizardOfWor-ramDeterministic-v4	(128,)	Discrete(10)
WizardOfWor-ramNoFrameskip-v0	(128,)	Discrete(10)
WizardOfWor-ramNoFrameskip-v4	(128,)	Discrete(10)
YarsRevenge-v0	(210, 160, 3)	Discrete(18)
YarsRevenge-v4	(210, 160, 3)	Discrete(18)
YarsRevengeDeterministic-v0	(210, 160, 3)	Discrete(18)
YarsRevengeDeterministic-v4	(210, 160, 3)	Discrete(18)
YarsRevengeNoFrameskip-v0	(210, 160, 3)	Discrete(18)
YarsRevengeNoFrameskip-v4	(210, 160, 3)	Discrete(18)
YarsRevenge-ram-v0	(128,)	Discrete(18)
YarsRevenge-ram-v4	(128,)	Discrete(18)
YarsRevenge-ramDeterministic-v0	(128,)	Discrete(18)
YarsRevenge-ramDeterministic-v4	(128,)	Discrete(18)
YarsRevenge-ramNoFrameskip-v0	(128,)	Discrete(18)
YarsRevenge-ramNoFrameskip-v4	(128,)	Discrete(18)
Zaxxon-v0	(210, 160, 3)	Discrete(18)
Zaxxon-v4	(210, 160, 3)	Discrete(18)
ZaxxonDeterministic-v0	(210, 160, 3)	Discrete(18)
ZaxxonDeterministic-v4	(210, 160, 3)	Discrete(18)
ZaxxonNoFrameskip-v0	(210, 160, 3)	Discrete(18)
ZaxxonNoFrameskip-v4	(210, 160, 3)	Discrete(18)
Zaxxon-ram-v0	(128,)	Discrete(18)
Zaxxon-ram-v4	(128,)	Discrete(18)
Zaxxon-ramDeterministic-v0	(128,)	Discrete(18)
Zaxxon-ramDeterministic-v4	(128,)	Discrete(18)
Zaxxon-ramNoFrameskip-v0	(128,)	Discrete(18)
Zaxxon-ramNoFrameskip-v4	(128,)	Discrete(18)
CubeCrash-v0	(40, 32, 3)	Discrete(3)
CubeCrashSparse-v0	(40, 32, 3)	Discrete(3)
CubeCrashScreenBecomesBlack-v0	(40, 32, 3)	Discrete(3)
MemorizeDigits-v0	(24, 32, 3)	Discrete(10)