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ResearchFormerly WizWand

Atari Pong

Benchmarks

TaskDatasetSOTA resultTrendResults

Reinforcement Learning

Atari Pong

21Mean Episode Return

19

Backdoor Attack Detection

Atari Pong

87.9AUROC

11

Offline Reinforcement Learning

Atari Pong

18.8Episode Return

6

Backdoor Defense Performance

Atari Pong Clean Environment

1Score

5

Backdoor Defense Performance

Atari Pong Poisoned Environment

0.973Defense Score

5

Offline Reinforcement Learning

Atari Pong 1% DQN-replay v0

111.9Gamer-Normalized Score

5

Discrete Control

Atari Pong NoFrameskip v4

20.6Total Reward

3

Imitation Learning

Atari Pong v4 (test)

21Reward

2