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Seaquest dataset and benchmarks · SOTA2 Research

Research Datasets

Seaquest

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA 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

Popular tasks

Reinforcement Learning Single-agent Reinforcement Learning (SARL)Adversarial Attack Atari Game Playing Policy Imitation

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