الباحثون

Sahika Genc

المنشورات 2

نسخة أولية وصول مفتوح

FreeEvolve: Learning to Evolve Beyond Fixed Loops

Lecheng Kong, Like Hui, Nikos Kanakaris وآخرون · 2026

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 …

نسخة أولية وصول مفتوح

MILO: Automated Harness Discovery via Orchestrated Multi-Agent Evolution

Prithwish Jana, Mononito Goswami, Hao Liu وآخرون · 2026

Modern agentic systems combine an AI model with a harness that controls execution and environmental interactions. Harness design strongly affects long-horizon performance, yet its combinatorial search space demands substantial human effort that must be repeated as models change. Existing automated methods explore this …

المؤلفون المشاركون