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Learning Reusable Agent Subroutines from Experience

Lei, Zhihan et al.
arXiv (All) · Papers
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computation-and-language
Existing methods induce various forms of knowledge from agent traces, from sample workflows to programmatic skills. We propose ARISE (Agent Routine Induction from Successful Experience), which identifies recurring procedures in agent traces and synthesizes them into a reusable library of agent subro
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