CoEvo-Mem: Co-Evolving Retrieval Policy and Memory Bank for LLM Agents

Bowen Ye, Yongchao Xu, Zhijian Li +3

As memories accumulate across tasks and sessions, the performance of long-term LLM agents depends jointly on query-specific retrieval and continual memory refinement. However, exis…