Preprint
Aug 2026
CoEvo-Mem: Co-Evolving Retrieval Policy and Memory Bank for LLM Agents
CoEvo-Mem alternates between updating the router with the memory bank fixed and evolving the memory bank with the retrieval policy fixed, demonstrating the importance of retrieval-memory coevolution.
Bowen Ye, Yongchao Xu, Zhijian Li et al.
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