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Papers Benchmarks Datasets Tasks

Breakout dataset and benchmarks · SOTA2 Research

Research Datasets

Breakout

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Adversarial Attack

Breakout Black-box discrete (test)

130.26Cumulative Reward

36

Adversarial Attack

Breakout White-box discrete (test)

65.73Cumulative Reward

36

Single-agent Reinforcement Learning (SARL)

Breakout Poisoned

570.9Average Episode Return

9

Single-agent Reinforcement Learning (SARL)

Breakout Clean

505.5Average Episode Return

9

Backdoor Attack on Reinforcement Learning

Breakout Discrete (evaluation)

495.2Baseline Reward

5

Reinforcement Learning

Breakout Atari 2600 (test)

168Average Total Reward

5

Reinforcement Learning

Breakout

9.8Return

4

Deep Reinforcement Learning

Breakout Atari 2600

364IQM Return

4

Video Game Playing

Breakout Atari Gymnasium

100ASR

3

Popular tasks

Reinforcement Learning Adversarial Attack Single-agent Reinforcement Learning (SARL)Video Game Playing Backdoor Attack on Reinforcement Learning

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