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Reflexion: Language Agents with Verbal Reinforcement Learning

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Noah Shinn, Federico Cassano +4 more
cs.AI2023arXiv:2303.11366Code
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Pass@1:91.0%· HumanEval (Python)Pass@1:68.0%· HumanEval (Rust)Pass@1:15.0%· Leetcode Hard (Python)Success Rate:95.0%· AlfWorldAccuracy:56.0%· HotPotQA