R${}^2$ Flow: Recursive Self-Improvement via Recursive Skill Evolution

Mingda Zhang, Qiang Huang, Yanjin Li +4

LLM-based agents can improve themselves across tasks by reusing and revising the skills they orchestrate into executable procedures. Flow-based training fits this loop: it samples…