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Models/GDI-H3(200M frames)

GDI-H3(200M frames)

Reported on 18 benchmarks across 2 tasks · 2 papers · 8 SOTA

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

Playing Games18 results

  • Atari GamesonAtari 2600 Breakout
    Score· 2022-06-07
    864
    SOTA
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Space Invaders
    Score· 2022-06-07
    154380
    SOTA
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Seaquest
    Score· 2022-06-07
    1000000
    SOTA
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Breakout
    Score· 2022-06-07
    864
    SOTA
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Space Invaders
    Score· 2022-06-07
    154380
    SOTA
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Seaquest
    Score· 2022-06-07
    1000000
    SOTA
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari-57
    Human World Record Breakthrough· 2021-06-11
    22
    best: 24 (LBC)
    SOTA
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Video GamesonAtari-57
    Human World Record Breakthrough· 2021-06-11
    22
    best: 24 (LBC)
    SOTA
    GDI: Rethinking What Makes Reinforcement Learning Different From Supervised LearningarXiv:2106.06232
  • Atari GamesonAtari 2600 Freeway
    Score· 2022-06-07
    34
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Pong
    Score· 2022-06-07
    21
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Frostbite
    Score· 2022-06-07
    11330
    best: 631378.53 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Venture
    Score· 2022-06-07
    2000
    best: 2623.71 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Atari GamesonAtari 2600 Q*Bert
    Score· 2022-06-07
    28657
    best: 580328.14 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Freeway
    Score· 2022-06-07
    34
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Pong
    Score· 2022-06-07
    21
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Frostbite
    Score· 2022-06-07
    11330
    best: 631378.53 (MuZero)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Venture
    Score· 2022-06-07
    2000
    best: 2623.71 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192
  • Video GamesonAtari 2600 Q*Bert
    Score· 2022-06-07
    28657
    best: 580328.14 (Agent57)
    Generalized Data Distribution IterationarXiv:2206.03192