HERO: Human-profile Enhanced Retrieval Optimization Framework for Long-term Agent Memory

Yuanhua Lin, Yile Li, Zhiyuan Zhao +2

Long-term memory is crucial for personalized responses and long-horizon agent interactions. Existing methods often rely on LLMs to compress or rewrite dialogue histories and use th…