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Papers Benchmarks Datasets Tasks

Atari dataset and benchmarks – Page 4 · SOTA2 Research

Research Datasets

Atari

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Reinforcement Learning

Atari-57 easy settings

311Median Human-Normalized Score

3

Reinforcement Learning

Atari large data setting

2,041.1Median Human-Normalized Score

3

Reinforcement Learning

Atari 2600

4.4Freeway Score

3

Reinforcement Learning

Atari 49 games

138.7Median Human-Normalized Score

3

Reinforcement Learning

Atari 2600 BeamRider

15,000Best Stable Score

3

Atari game playing

Atari 57 games

128Median Normalized Score

3

Discrete control

Atari-5 500k timesteps

81.5295th Percentile

2

Discrete control

Atari-5 50M timesteps

63.1595th Percentile Score

2

Adversarial Attack

Atari 10 tasks

53.9Drop

2

Reinforcement Learning

Atari

105Median Score (% PPO)

2

Atari

85Expert Performance

2

Reinforcement Learning

Atari-57 hard settings

207Median Human-Normalized Score

2

Reinforcement Learning

Atari 2600 (10M frames)

2,950.1Alien Score

2

Reinforcement Learning

Atari

15,229Assault Score

2

Atari game playing

Atari 49 games

106Median Normalized Score

2

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Reinforcement Learning Atari Game Playing Continual Reinforcement Learning Adversarial Attack Game Playing

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