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Overcooked-AI dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

Overcooked-AI

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Cooperative Multi-Agent Reinforcement Learning

Overcooked-AI Coordination Ring (test)

97.35Mean Reward

4

Cooperative Multi-Agent Reinforcement Learning

Overcooked-AI Asymmetric Advantages (test)

124.39Mean Reward

4

Cooperative Multi-Agent Reinforcement Learning

Overcooked-AI Cramped Room (test)

148.76Mean Reward

4

Cooperative Cooking

Overcooked-AI Cramped Room

150Total Mean Reward

4

Ad-hoc Teamwork

Overcooked-AI (test)

119.9CRoom Score

3

Cooperative Cooking

Overcooked-AI Asymmetric Advantages

381J Score

3

Cooperative Cooking

Overcooked-AI Coordination Ring

153J-Score

3

Cooperative Cooking

Overcooked-AI Forced Coordination

103J Score

3

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Popular tasks

Multi-agent coordination Cooperative Multi-Agent Reinforcement Learning Zero-shot Coordination Cooperative Multi-Agent Coordination Cooperative Cooking

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