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Narayanan Sadagopan

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#artificial intelligence Preprint Oct 2026

FreeEvolve: Learning to Evolve Beyond Fixed Loops

Agent evolvers automate the design of the prompts, skills and workflows around language model agents, yet the optimization process they follow is still designed by hand: a fixed search loop decides how candidates are evaluated, which are kept and when the search stops. We propose FREEEVOLVE, which automates this proces...

Lecheng Kong, Li-Ke Hui, Nikos Kanakaris et al. · 0 citations

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