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Models/CGP

CGP

Reported on 112 benchmarks across 2 tasks · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Playing Games112 results

  • Atari GamesonAtari 2600 Solaris
    Score· 2018-06-14
    8324
    best: 44199.93 (Agent57)
    SOTA
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Defender
    Score· 2018-06-14
    993010
    SOTA
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Solaris
    Score· 2018-06-14
    8324
    best: 44199.93 (Agent57)
    SOTA
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Defender
    Score· 2018-06-14
    993010
    SOTA
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Boxing
    Score· 2018-06-14
    38.4
    best: 100 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Skiing
    Score· uses extra data· 2018-06-14
    -9011
    best: 0 (Best Learner)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Double Dunk
    Score· 2018-06-14
    2
    best: 24 (UCT)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Ms. Pacman
    Score· 2018-06-14
    2568
    best: 243401.1 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Centipede
    Score· 2018-06-14
    24708
    best: 1422628 (Go-Explore)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Freeway
    Score· 2018-06-14
    28.2
    best: 34 (TRPO-hash)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Pong
    Score· 2018-06-14
    20
    best: 21 (Duel noop)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Enduro
    Score· 2018-06-14
    56.8
    best: 14330 (GDI-I3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Krull
    Score· 2018-06-14
    9086.8
    best: 594540 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Breakout
    Score· 2018-06-14
    13.2
    best: 864 (GDI-H3(200M frames))
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Frostbite
    Score· 2018-06-14
    782
    best: 631378.53 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Yars Revenge
    Score· 2018-06-14
    28838.2
    best: 998532.37 (Agent57)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Gopher
    Score· 2018-06-14
    1696
    best: 488830 (GDI-I3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Space Invaders
    Score· 2018-06-14
    1001
    best: 154380 (GDI-H3(200M frames))
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 James Bond
    Score· 2018-06-14
    6130
    best: 620780 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Amidar
    Score· 2018-06-14
    199
    best: 29660.08 (Agent57)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Crazy Climber
    Score· 2018-06-14
    12900
    best: 565909.85 (Agent57)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Asteroids
    Score· 2018-06-14
    9412
    best: 760005 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Gravitar
    Score· 2018-06-14
    2350
    best: 19213.96 (Agent57)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Time Pilot
    Score· 2018-06-14
    12040
    best: 476763.9 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Demon Attack
    Score· 2018-06-14
    2387
    best: 787985 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Battle Zone
    Score· 2018-06-14
    34200
    best: 934134.88 (Agent57)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Phoenix
    Score· 2018-06-14
    7520
    best: 959580 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Beam Rider
    Score· 2018-06-14
    1341.6
    best: 454993.53 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Asterix
    Score· 2018-06-14
    1880
    best: 999999 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Kung-Fu Master
    Score· 2018-06-14
    57400
    best: 1666665 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Bowling
    Score· 2018-06-14
    85.8
    best: 260.13 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Kangaroo
    Score· 2018-06-14
    1400
    best: 24034.16 (Agent57)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Assault
    Score· 2018-06-14
    890.4
    best: 143972.03 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Alien
    Score· 2018-06-14
    1978
    best: 741812.63 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Fishing Derby
    Score· 2018-06-14
    -51
    best: 91.16 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Seaquest
    Score· 2018-06-14
    724
    best: 1000000 (GDI-H3(200M frames))
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Chopper Command
    Score· 2018-06-14
    3580
    best: 999999 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Video Pinball
    Score· 2018-06-14
    33752.4
    best: 999383.2 (R2D2)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Wizard of Wor
    Score· 2018-06-14
    3820
    best: 197126 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Zaxxon
    Score· 2018-06-14
    2980
    best: 725853.9 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Robotank
    Score· 2018-06-14
    24.2
    best: 131.13 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Name This Game
    Score· 2018-06-14
    3696
    best: 157177.85 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Star Gunner
    Score· 2018-06-14
    2320
    best: 839573.53 (Agent57)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Ice Hockey
    Score· 2018-06-14
    4
    best: 481.9 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Berzerk
    Score· 2018-06-14
    1138
    best: 197376 (Go-Explore)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Atlantis
    Score· 2018-06-14
    99240
    best: 3837300 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 HERO
    Score· 2018-06-14
    2974
    best: 114736.26 (Agent57)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Bank Heist
    Score· 2018-06-14
    148
    best: 27219.8 (MuZero (Res2 Adam))
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Private Eye
    Score· 2018-06-14
    12702.2
    best: 95756 (Go-Explore)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Q*Bert
    Score· 2018-06-14
    770
    best: 580328.14 (Agent57)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 River Raid
    Score· 2018-06-14
    2914
    best: 323417.18 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Road Runner
    Score· 2018-06-14
    8960
    best: 999999 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Up and Down
    Score· 2018-06-14
    14524
    best: 986440 (GDI-I3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Boxing
    Score· 2018-06-14
    38.4
    best: 100 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Skiing
    Score· uses extra data· 2018-06-14
    -9011
    best: 0 (Best Learner)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Double Dunk
    Score· 2018-06-14
    2
    best: 24 (UCT)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Ms. Pacman
    Score· 2018-06-14
    2568
    best: 243401.1 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Centipede
    Score· 2018-06-14
    24708
    best: 1422628 (Go-Explore)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Freeway
    Score· 2018-06-14
    28.2
    best: 34 (TRPO-hash)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Pong
    Score· 2018-06-14
    20
    best: 21 (Duel noop)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Enduro
    Score· 2018-06-14
    56.8
    best: 14330 (GDI-I3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Krull
    Score· 2018-06-14
    9086.8
    best: 594540 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Breakout
    Score· 2018-06-14
    13.2
    best: 864 (GDI-H3(200M frames))
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Frostbite
    Score· 2018-06-14
    782
    best: 631378.53 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Yars Revenge
    Score· 2018-06-14
    28838.2
    best: 998532.37 (Agent57)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Gopher
    Score· 2018-06-14
    1696
    best: 488830 (GDI-I3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Space Invaders
    Score· 2018-06-14
    1001
    best: 154380 (GDI-H3(200M frames))
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 James Bond
    Score· 2018-06-14
    6130
    best: 620780 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Amidar
    Score· 2018-06-14
    199
    best: 29660.08 (Agent57)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Crazy Climber
    Score· 2018-06-14
    12900
    best: 565909.85 (Agent57)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Asteroids
    Score· 2018-06-14
    9412
    best: 760005 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Gravitar
    Score· 2018-06-14
    2350
    best: 19213.96 (Agent57)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Time Pilot
    Score· 2018-06-14
    12040
    best: 476763.9 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Demon Attack
    Score· 2018-06-14
    2387
    best: 787985 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Battle Zone
    Score· 2018-06-14
    34200
    best: 934134.88 (Agent57)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Phoenix
    Score· 2018-06-14
    7520
    best: 959580 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Beam Rider
    Score· 2018-06-14
    1341.6
    best: 454993.53 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Asterix
    Score· 2018-06-14
    1880
    best: 999999 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Kung-Fu Master
    Score· 2018-06-14
    57400
    best: 1666665 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Bowling
    Score· 2018-06-14
    85.8
    best: 260.13 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Kangaroo
    Score· 2018-06-14
    1400
    best: 24034.16 (Agent57)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Assault
    Score· 2018-06-14
    890.4
    best: 143972.03 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Alien
    Score· 2018-06-14
    1978
    best: 741812.63 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Fishing Derby
    Score· 2018-06-14
    -51
    best: 91.16 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Seaquest
    Score· 2018-06-14
    724
    best: 1000000 (GDI-H3(200M frames))
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Chopper Command
    Score· 2018-06-14
    3580
    best: 999999 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Video Pinball
    Score· 2018-06-14
    33752.4
    best: 999383.2 (R2D2)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Wizard of Wor
    Score· 2018-06-14
    3820
    best: 197126 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Zaxxon
    Score· 2018-06-14
    2980
    best: 725853.9 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Robotank
    Score· 2018-06-14
    24.2
    best: 131.13 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Name This Game
    Score· 2018-06-14
    3696
    best: 157177.85 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Star Gunner
    Score· 2018-06-14
    2320
    best: 839573.53 (Agent57)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Ice Hockey
    Score· 2018-06-14
    4
    best: 481.9 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Berzerk
    Score· 2018-06-14
    1138
    best: 197376 (Go-Explore)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Atlantis
    Score· 2018-06-14
    99240
    best: 3837300 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 HERO
    Score· 2018-06-14
    2974
    best: 114736.26 (Agent57)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Bank Heist
    Score· 2018-06-14
    148
    best: 27219.8 (MuZero (Res2 Adam))
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Private Eye
    Score· 2018-06-14
    12702.2
    best: 95756 (Go-Explore)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Q*Bert
    Score· 2018-06-14
    770
    best: 580328.14 (Agent57)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 River Raid
    Score· 2018-06-14
    2914
    best: 323417.18 (MuZero)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Road Runner
    Score· 2018-06-14
    8960
    best: 999999 (GDI-H3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Video GamesonAtari 2600 Up and Down
    Score· 2018-06-14
    14524
    best: 986440 (GDI-I3)
    Evolving simple programs for playing Atari gamesarXiv:1806.05695
  • Atari GamesonAtari 2600 Tutankham
    Score
    0
    best: 2354.91 (Agent57)
  • Atari GamesonAtari 2600 Montezuma's Revenge
    Score
    0
    best: 43791 (Go-Explore)
  • Atari GamesonAtari 2600 Tennis
    Score
    0
    best: 24 (GDI-I3)
  • Atari GamesonAtari 2600 Pitfall!
    Score
    0
    best: 102571 (Go-Explore)
  • Atari GamesonAtari 2600 Venture
    Score
    0
    best: 2623.71 (Agent57)
  • Video GamesonAtari 2600 Tutankham
    Score
    0
    best: 2354.91 (Agent57)
  • Video GamesonAtari 2600 Montezuma's Revenge
    Score
    0
    best: 43791 (Go-Explore)
  • Video GamesonAtari 2600 Tennis
    Score
    0
    best: 24 (GDI-I3)
  • Video GamesonAtari 2600 Pitfall!
    Score
    0
    best: 102571 (Go-Explore)
  • Video GamesonAtari 2600 Venture
    Score
    0
    best: 2623.71 (Agent57)