RetroAgent: From Solving to Evolving via Retrospective Dual Intrinsic Feedback

Xiaoying Zhang, Zichen Liu, Yipeng Zhang +2

Standard reinforcement learning (RL) for large language model (LLM) agents primarily optimizes extrinsic task rewards, often favoring isolated task completion over continual adapta…