Self-Improving Agents with World Model Predictive Paths

Haori Lu, Tianyu Gao, Yaoyao Liu +1

Large language model (LLM) agents are increasingly expected to interact with environments and improve their decisions during deployment. However, how anticipating future outcomes a…