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SpaceInvaders dataset and benchmarks · SOTA2 Research

Research Datasets

SpaceInvaders

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Single-agent Reinforcement Learning (SARL)

SpaceInvaders Poisoned

951.5Average Episode Return

9

Single-agent Reinforcement Learning (SARL)

SpaceInvaders Clean

880.1Average Episode Return

9

Reinforcement Learning

SpaceInvaders

188Return

4

Deep Reinforcement Learning

SpaceInvaders Atari 2600

1,028IQM Return

4

Real-time game playing

SpaceInvaders

162Score

3

Popular tasks

Single-agent Reinforcement Learning (SARL)Reinforcement Learning Deep Reinforcement Learning Real-time game playing

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