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ResearchFormerly WizWand

Seaquest

Benchmarks

TaskDatasetSOTA resultTrendResults

Adversarial Attack

Seaquest

2,856.96Cumulative Reward

80

Reinforcement Learning

Seaquest Atari (classical)

4,759Reward

10

Reinforcement Learning

Seaquest simplified environment

983Average Episodic Return

7

Reinforcement Learning

Seaquest JAXAtari (test)

11,716Score

6

Atari Game Playing

Seaquest

356,584Game Score

6

Reinforcement Learning

Seaquest Atari 2600 (test)

28,010Avg Total Reward

5

Single-agent Reinforcement Learning (SARL)

Seaquest Poisoned

1,656.1Average Episode Return

4

Single-agent Reinforcement Learning (SARL)

Seaquest Clean

1,684.1Average Episode Return

4

Deep Reinforcement Learning

Seaquest Atari 2600

1,642IQM Return

4

Reinforcement Learning

Seaquest

5,000Average Reward

4

Policy Imitation

Seaquest Atari (test)

98Accuracy

4

Real-time game playing

Seaquest

143Game Score

3