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Reported on 8 benchmarks across 2 tasks · 1 paper

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

Playing Games8 results

Atari GamesonAtari 2600 Pong
Score· uses extra data· 2021-06-02
17.1
best: 21 (Duel noop)
Decision Transformer: Reinforcement Learning via Sequence Modeling arXiv:2106.01345
Atari GamesonAtari 2600 Breakout
Score· 2021-06-02
267.5
best: 864 (GDI-H3(200M frames))
Decision Transformer: Reinforcement Learning via Sequence Modeling arXiv:2106.01345
Atari GamesonAtari 2600 Seaquest
Score· 2021-06-02
2.4
best: 1000000 (GDI-H3(200M frames))
Decision Transformer: Reinforcement Learning via Sequence Modeling arXiv:2106.01345
Atari GamesonAtari 2600 Q*Bert
Score· 2021-06-02
25.1
best: 580328.14 (Agent57)
Decision Transformer: Reinforcement Learning via Sequence Modeling arXiv:2106.01345
Video GamesonAtari 2600 Pong
Score· uses extra data· 2021-06-02
17.1
best: 21 (Duel noop)
Decision Transformer: Reinforcement Learning via Sequence Modeling arXiv:2106.01345
Video GamesonAtari 2600 Breakout
Score· 2021-06-02
267.5
best: 864 (GDI-H3(200M frames))
Decision Transformer: Reinforcement Learning via Sequence Modeling arXiv:2106.01345
Video GamesonAtari 2600 Seaquest
Score· 2021-06-02
2.4
best: 1000000 (GDI-H3(200M frames))
Decision Transformer: Reinforcement Learning via Sequence Modeling arXiv:2106.01345
Video GamesonAtari 2600 Q*Bert
Score· 2021-06-02
25.1
best: 580328.14 (Agent57)
Decision Transformer: Reinforcement Learning via Sequence Modeling arXiv:2106.01345