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Models/GDI-I3

GDI-I3

Reported on 118 benchmarks across 2 tasks · 2 papers · 10 SOTA

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

Playing Games190 results

  • Atari GamesonAtari 2600 Enduro
    Score· 2022-06-07
    14330
    SOTA
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Gopher
    Score· 2022-06-07
    488830
    SOTA
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Tennis
    Score· 2022-06-07
    24
    SOTA
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Up and Down
    Score· 2022-06-07
    986440
    SOTA
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Enduro
    Score· 2022-06-07
    14330
    SOTA
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Gopher
    Score· 2022-06-07
    488830
    SOTA
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Tennis
    Score· 2022-06-07
    24
    SOTA
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Up and Down
    Score· 2022-06-07
    986440
    SOTA
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Space Invaders
    Score· 2021-06-11
    140460
    best: 154380 (GDI-H3(200M frames))
    SOTA
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Video GamesonAtari 2600 Space Invaders
    Score· 2021-06-11
    140460
    best: 154380 (GDI-H3(200M frames))
    SOTA
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Atari Gamesonatari game
    Human World Record Breakthrough· 2022-06-07
    17
    best: 22 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Boxing
    Score· 2022-06-07
    100
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Skiing
    Score· 2022-06-07
    -6774
    best: 0 (Best Learner)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Skiing
    Score· 2022-06-07
    -6774
    best: 0 (Best Learner)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Double Dunk
    Score· 2022-06-07
    24
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Ms. Pacman
    Score· 2022-06-07
    11536
    best: 243401.1 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Ms. Pacman
    Score· 2022-06-07
    11536
    best: 243401.1 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Centipede
    Score· 2022-06-07
    155830
    best: 1422628 (Go-Explore)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Centipede
    Score· 2022-06-07
    155830
    best: 1422628 (Go-Explore)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Tutankham
    Score· 2022-06-07
    423.9
    best: 2354.91 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Tutankham
    Score· 2022-06-07
    423.9
    best: 2354.91 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Pong
    Score· 2022-06-07
    21
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Enduro
    Score· 2022-06-07
    14330
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Krull
    Score· 2022-06-07
    97575
    best: 594540 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Krull
    Score· 2022-06-07
    97575
    best: 594540 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Breakout
    Score· 2022-06-07
    864
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Yars Revenge
    Score· 2022-06-07
    972000
    best: 998532.37 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Montezuma's Revenge
    Score· 2022-06-07
    3000
    best: 43791 (Go-Explore)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Montezuma's Revenge
    Score· 2022-06-07
    3000
    best: 43791 (Go-Explore)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 James Bond
    Score· 2022-06-07
    594500
    best: 620780 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 James Bond
    Score· 2022-06-07
    594500
    best: 620780 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Amidar
    Score· 2022-06-07
    1442
    best: 29660.08 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Tennis
    Score· 2022-06-07
    24
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Crazy Climber
    Score· 2022-06-07
    201000
    best: 565909.85 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Crazy Climber
    Score· 2022-06-07
    201000
    best: 565909.85 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Asteroids
    Score· 2022-06-07
    751970
    best: 760005 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Gravitar
    Score· 2022-06-07
    5905
    best: 19213.96 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Gravitar
    Score· 2022-06-07
    5905
    best: 19213.96 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Time Pilot
    Score· 2022-06-07
    216770
    best: 476763.9 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Time Pilot
    Score· 2022-06-07
    216770
    best: 476763.9 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Demon Attack
    Score· 2022-06-07
    675530
    best: 787985 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Demon Attack
    Score· 2022-06-07
    675530
    best: 787985 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Battle Zone
    Score· 2022-06-07
    478830
    best: 934134.88 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Phoenix
    Score· 2022-06-07
    894460
    best: 959580 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Phoenix
    Score· 2022-06-07
    894460
    best: 959580 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Beam Rider
    Score· 2022-06-07
    162100
    best: 454993.53 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Beam Rider
    Score· 2022-06-07
    162100
    best: 454993.53 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Asterix
    Score· 2022-06-07
    759910
    best: 999999 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Kung-Fu Master
    Score· 2022-06-07
    140440
    best: 1666665 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Bowling
    Score· 2022-06-07
    201.9
    best: 260.13 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Bowling
    Score· 2022-06-07
    201.9
    best: 260.13 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Kangaroo
    Score· 2022-06-07
    14500
    best: 24034.16 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Kangaroo
    Score· 2022-06-07
    14500
    best: 24034.16 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Assault
    Score· 2022-06-07
    63876
    best: 143972.03 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Alien
    Score· 2022-06-07
    43384
    best: 741812.63 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Fishing Derby
    Score· 2022-06-07
    59
    best: 91.16 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Fishing Derby
    Score· 2022-06-07
    59
    best: 91.16 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Chopper Command
    Score· 2022-06-07
    999999
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari-57
    Human World Record Breakthrough· 2022-06-07
    17
    best: 24 (LBC)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Solaris
    Score· 2022-06-07
    11074
    best: 44199.93 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Solaris
    Score· 2022-06-07
    11074
    best: 44199.93 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Surround
    Score· 2022-06-07
    -7.8
    best: 10 (NoisyNet-Dueling)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Surround
    Score· 2022-06-07
    -7.8
    best: 10 (NoisyNet-Dueling)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Video Pinball
    Score· 2022-06-07
    925830
    best: 999383.2 (R2D2)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Wizard of Wor
    Score· 2022-06-07
    64239
    best: 197126 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Zaxxon
    Score· 2022-06-07
    109140
    best: 725853.9 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Defender
    Score· 2022-06-07
    893110
    best: 993010 (CGP)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Defender
    Score· 2022-06-07
    893110
    best: 993010 (CGP)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Robotank
    Score· 2022-06-07
    108.2
    best: 131.13 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Robotank
    Score· 2022-06-07
    108.2
    best: 131.13 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Name This Game
    Score· 2022-06-07
    34434
    best: 157177.85 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Name This Game
    Score· 2022-06-07
    34434
    best: 157177.85 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Star Gunner
    Score· 2022-06-07
    465750
    best: 839573.53 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Star Gunner
    Score· 2022-06-07
    465750
    best: 839573.53 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Ice Hockey
    Score· 2022-06-07
    44.94
    best: 481.9 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Ice Hockey
    Score· 2022-06-07
    44.94
    best: 481.9 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Berzerk
    Score· 2022-06-07
    7607
    best: 197376 (Go-Explore)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Berzerk
    Score· 2022-06-07
    7607
    best: 197376 (Go-Explore)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Atlantis
    Score· 2022-06-07
    3803000
    best: 3837300 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 HERO
    Score· 2022-06-07
    38330
    best: 114736.26 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 HERO
    Score· 2022-06-07
    38330
    best: 114736.26 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Bank Heist
    Score· 2022-06-07
    1401
    best: 27219.8 (MuZero (Res2 Adam))
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Venture
    Score· 2022-06-07
    2035
    best: 2623.71 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Private Eye
    Score· 2022-06-07
    15100
    best: 95756 (Go-Explore)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Private Eye
    Score· 2022-06-07
    15100
    best: 95756 (Go-Explore)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 River Raid
    Score· 2022-06-07
    28075
    best: 323417.18 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Road Runner
    Score· 2022-06-07
    878600
    best: 999999 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Road Runner
    Score· 2022-06-07
    878600
    best: 999999 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Up and Down
    Score· 2022-06-07
    986440
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video Gamesonatari game
    Human World Record Breakthrough· 2022-06-07
    17
    best: 22 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Boxing
    Score· 2022-06-07
    100
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Skiing
    Score· 2022-06-07
    -6774
    best: 0 (Best Learner)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Skiing
    Score· 2022-06-07
    -6774
    best: 0 (Best Learner)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Double Dunk
    Score· 2022-06-07
    24
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Ms. Pacman
    Score· 2022-06-07
    11536
    best: 243401.1 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Ms. Pacman
    Score· 2022-06-07
    11536
    best: 243401.1 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Centipede
    Score· 2022-06-07
    155830
    best: 1422628 (Go-Explore)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Centipede
    Score· 2022-06-07
    155830
    best: 1422628 (Go-Explore)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Tutankham
    Score· 2022-06-07
    423.9
    best: 2354.91 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Tutankham
    Score· 2022-06-07
    423.9
    best: 2354.91 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Pong
    Score· 2022-06-07
    21
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Enduro
    Score· 2022-06-07
    14330
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Krull
    Score· 2022-06-07
    97575
    best: 594540 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Krull
    Score· 2022-06-07
    97575
    best: 594540 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Breakout
    Score· 2022-06-07
    864
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Yars Revenge
    Score· 2022-06-07
    972000
    best: 998532.37 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Montezuma's Revenge
    Score· 2022-06-07
    3000
    best: 43791 (Go-Explore)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Montezuma's Revenge
    Score· 2022-06-07
    3000
    best: 43791 (Go-Explore)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 James Bond
    Score· 2022-06-07
    594500
    best: 620780 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 James Bond
    Score· 2022-06-07
    594500
    best: 620780 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Amidar
    Score· 2022-06-07
    1442
    best: 29660.08 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Tennis
    Score· 2022-06-07
    24
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Crazy Climber
    Score· 2022-06-07
    201000
    best: 565909.85 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Crazy Climber
    Score· 2022-06-07
    201000
    best: 565909.85 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Asteroids
    Score· 2022-06-07
    751970
    best: 760005 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Gravitar
    Score· 2022-06-07
    5905
    best: 19213.96 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Gravitar
    Score· 2022-06-07
    5905
    best: 19213.96 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Time Pilot
    Score· 2022-06-07
    216770
    best: 476763.9 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Time Pilot
    Score· 2022-06-07
    216770
    best: 476763.9 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Demon Attack
    Score· 2022-06-07
    675530
    best: 787985 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Demon Attack
    Score· 2022-06-07
    675530
    best: 787985 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Battle Zone
    Score· 2022-06-07
    478830
    best: 934134.88 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Phoenix
    Score· 2022-06-07
    894460
    best: 959580 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Phoenix
    Score· 2022-06-07
    894460
    best: 959580 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Beam Rider
    Score· 2022-06-07
    162100
    best: 454993.53 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Beam Rider
    Score· 2022-06-07
    162100
    best: 454993.53 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Asterix
    Score· 2022-06-07
    759910
    best: 999999 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Kung-Fu Master
    Score· 2022-06-07
    140440
    best: 1666665 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Bowling
    Score· 2022-06-07
    201.9
    best: 260.13 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Bowling
    Score· 2022-06-07
    201.9
    best: 260.13 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Kangaroo
    Score· 2022-06-07
    14500
    best: 24034.16 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Kangaroo
    Score· 2022-06-07
    14500
    best: 24034.16 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Assault
    Score· 2022-06-07
    63876
    best: 143972.03 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Alien
    Score· 2022-06-07
    43384
    best: 741812.63 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Fishing Derby
    Score· 2022-06-07
    59
    best: 91.16 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Fishing Derby
    Score· 2022-06-07
    59
    best: 91.16 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Chopper Command
    Score· 2022-06-07
    999999
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari-57
    Human World Record Breakthrough· 2022-06-07
    17
    best: 24 (LBC)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Solaris
    Score· 2022-06-07
    11074
    best: 44199.93 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Solaris
    Score· 2022-06-07
    11074
    best: 44199.93 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Surround
    Score· 2022-06-07
    -7.8
    best: 10 (NoisyNet-Dueling)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Surround
    Score· 2022-06-07
    -7.8
    best: 10 (NoisyNet-Dueling)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Video Pinball
    Score· 2022-06-07
    925830
    best: 999383.2 (R2D2)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Wizard of Wor
    Score· 2022-06-07
    64239
    best: 197126 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Zaxxon
    Score· 2022-06-07
    109140
    best: 725853.9 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Defender
    Score· 2022-06-07
    893110
    best: 993010 (CGP)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Defender
    Score· 2022-06-07
    893110
    best: 993010 (CGP)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Robotank
    Score· 2022-06-07
    108.2
    best: 131.13 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Robotank
    Score· 2022-06-07
    108.2
    best: 131.13 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Name This Game
    Score· 2022-06-07
    34434
    best: 157177.85 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Name This Game
    Score· 2022-06-07
    34434
    best: 157177.85 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Star Gunner
    Score· 2022-06-07
    465750
    best: 839573.53 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Star Gunner
    Score· 2022-06-07
    465750
    best: 839573.53 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Ice Hockey
    Score· 2022-06-07
    44.94
    best: 481.9 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Ice Hockey
    Score· 2022-06-07
    44.94
    best: 481.9 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Berzerk
    Score· 2022-06-07
    7607
    best: 197376 (Go-Explore)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Berzerk
    Score· 2022-06-07
    7607
    best: 197376 (Go-Explore)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Atlantis
    Score· 2022-06-07
    3803000
    best: 3837300 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 HERO
    Score· 2022-06-07
    38330
    best: 114736.26 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 HERO
    Score· 2022-06-07
    38330
    best: 114736.26 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Bank Heist
    Score· 2022-06-07
    1401
    best: 27219.8 (MuZero (Res2 Adam))
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Venture
    Score· 2022-06-07
    2035
    best: 2623.71 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Private Eye
    Score· 2022-06-07
    15100
    best: 95756 (Go-Explore)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Private Eye
    Score· 2022-06-07
    15100
    best: 95756 (Go-Explore)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 River Raid
    Score· 2022-06-07
    28075
    best: 323417.18 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Road Runner
    Score· 2022-06-07
    878600
    best: 999999 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Road Runner
    Score· 2022-06-07
    878600
    best: 999999 (GDI-H3)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Up and Down
    Score· 2022-06-07
    986440
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Freeway
    Score· 2021-06-11
    34
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Atari GamesonAtari 2600 Freeway
    Score· 2021-06-11
    34
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Atari GamesonAtari 2600 Frostbite
    Score· 2021-06-11
    10485
    best: 631378.53 (MuZero)
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Atari GamesonAtari 2600 Frostbite
    Score· 2021-06-11
    10485
    best: 631378.53 (MuZero)
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Atari GamesonAtari 2600 Space Invaders
    Score· 2021-06-11
    140460
    best: 154380 (GDI-H3(200M frames))
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Atari GamesonAtari 2600 Seaquest
    Score· 2021-06-11
    943910
    best: 1000000 (GDI-H3(200M frames))
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Atari GamesonAtari 2600 Seaquest
    Score· 2021-06-11
    943910
    best: 1000000 (GDI-H3(200M frames))
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Atari GamesonAtari 2600 Q*Bert
    Score· 2021-06-11
    27800
    best: 580328.14 (Agent57)
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Atari GamesonAtari 2600 Q*Bert
    Score· 2021-06-11
    27800
    best: 580328.14 (Agent57)
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Video GamesonAtari 2600 Freeway
    Score· 2021-06-11
    34
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Video GamesonAtari 2600 Freeway
    Score· 2021-06-11
    34
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Video GamesonAtari 2600 Frostbite
    Score· 2021-06-11
    10485
    best: 631378.53 (MuZero)
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Video GamesonAtari 2600 Frostbite
    Score· 2021-06-11
    10485
    best: 631378.53 (MuZero)
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Video GamesonAtari 2600 Space Invaders
    Score· 2021-06-11
    140460
    best: 154380 (GDI-H3(200M frames))
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Video GamesonAtari 2600 Seaquest
    Score· 2021-06-11
    943910
    best: 1000000 (GDI-H3(200M frames))
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Video GamesonAtari 2600 Seaquest
    Score· 2021-06-11
    943910
    best: 1000000 (GDI-H3(200M frames))
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Video GamesonAtari 2600 Q*Bert
    Score· 2021-06-11
    27800
    best: 580328.14 (Agent57)
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Video GamesonAtari 2600 Q*Bert
    Score· 2021-06-11
    27800
    best: 580328.14 (Agent57)
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Atari GamesonAtari 2600 Pitfall!
    Score
    0
    best: 102571 (Go-Explore)
  • Atari GamesonAtari 2600 Pitfall!
    Score
    0
    best: 102571 (Go-Explore)
  • Video GamesonAtari 2600 Pitfall!
    Score
    0
    best: 102571 (Go-Explore)
  • Video GamesonAtari 2600 Pitfall!
    Score
    0
    best: 102571 (Go-Explore)