Learning How to Remember: A Meta-Cognitive Management Method for Structured and Transferable Agent Memory

Sirui Liang, Pengfei Cao, Jian Zhao +4

Large language model (LLM) agents increasingly rely on accumulated memory to solve long-horizon decision-making tasks. However, most existing approaches store memory in fixed repre…