Experience Funnel: A State-Policy Alternating Loop for Self-Evolving Agents

Wenbo Gao, Zhaomou Song, Zhiyuan Ji +7

Autonomous agents powered by large language models (LLMs) continuously accumulate experience through interaction, creating an opportunity to improve future behavior through self-ev…