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ResearchFormerly WizWand

Atari Breakout

Benchmarks

TaskDatasetSOTA resultTrendResults

Reinforcement Learning

Atari Breakout

864Mean Return

23

Backdoor Attack Detection

Atari Breakout

90.4AUROC

11

Offline Reinforcement Learning

Atari Breakout

111Episode Return

6

Backdoor Defense Performance

Atari Breakout Clean Environment

22.93Score

5

Backdoor Defense Performance

Atari Breakout Poisoned Environment

21.46Performance Score

5

Reinforcement Learning

Atari Breakout v4 (test)

288.8Mean Final Score

5

Offline Reinforcement Learning

Atari Breakout 1% DQN-replay v0

267.5Gamer-normalized Score

5

Discrete Control

Atari Breakout NoFrameskip v4

374.6Total Reward

3

Imitation Learning

Atari Breakout v4 (test)

376Reward

2