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

Kairui Yang, Minghao An, Xunkai Li +4

LLM-based multi-agent systems generate collaboration traces that record how agents plan tasks, verify intermediate results, and repair failures. Reusing these procedures requires p…