评分 5.5 · 来源：cs.AI updates on arXiv.org · 发布于 2026-04-17
评分依据：Multi-agent collaborative memory system, adaptive memory architecture is relevant for long-running agents
arXiv:2601.20352v3 Announce Type: replace Abstract: The rapid evolution of Large Language Model (LLM) agents has necessitated robust memory systems to support cohesive long-term interaction and complex reasoning. Benefiting from the strong capabilities of LLMs, recent research focus has shifted from simple context extension to the development of dedicated agentic memory systems. However, existing approaches typically rely on rigid retrieval granularity, accumulation-heavy maintenance strategies, and coarse-grained update mechanisms.