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arxiv_cs_lg ยท Sep 18, 2026 ยท paper

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MACE: Memory-Agent Co-Evolution with Adaptive Memory Graphs for Multi-Agent Systems

arxiv.orgSep 18, 2026
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LLM-based multi-agent systems generate collaboration traces that record how agents plan tasks, verify intermediate results, and repair failures. Reusing these procedures requires preserving an action's prerequisites a...

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