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ResearchFormerly WizWand

MinAtar

Benchmarks

TaskDatasetSOTA resultTrendResults

Reinforcement Learning

MinAtar

71.34Freeway Score

11

Offline-to-online Reinforcement Learning

MinAtar

17.1Breakout Score (Online)

10

Reinforcement Learning

MinAtar 5M frames

52.7Mean Return

9

Reinforcement Learning

MinAtar Breakout (test)

25.77Mean Episodic Reward

6

Reinforcement Learning

MinAtar Asterix (test)

19.45Mean Episodic Reward

6

Reinforcement Learning

MinAtar SpaceInvaders (test)

101.42Mean Episodic Reward

6

Reinforcement Learning

MinAtar Seaquest (test)

27.58Mean Episodic Reward

6

Continual Reinforcement Learning

MinAtar

14.54Breakout Score

6

Online Reinforcement Learning

MinAtar (|A|=216, k=3) Macro-Action (online)

11.98Breakout Score

5

Reinforcement Learning

MinAtar (test)

16.16Asterix Score

4

Reinforcement Learning

MinAtar

5Overall Score

4

Reinforcement Learning

MinAtar SpaceInvaders

—Primary metric

0

Reinforcement Learning

MinAtar Seaquest

—Primary metric

0

Reinforcement Learning

MinAtar Freeway

—Primary metric

0

Reinforcement Learning

MinAtar Breakout

—Primary metric

0

Reinforcement Learning

MinAtar Asterix

—Primary metric

0