Beyond Memory: Harnessing Long-Horizon Agents with Explicit Belief States

Yu Luo, Jiamin Jiang, Yimin Zuo +9

Large language model (LLM) agents can now undertake increasingly complex tasks, but the way they organize interaction history into memory does not ensure a coherent understanding o…