SEPM: Self-Evolving Procedural Memory Grounded in Task Graphs for Multi-Agent Collaboration

Yi Liu, Junwei Zhao, Li Sun +2

Long-horizon multi-agent collaboration requires memory that preserves both successful actions and the coordination structure underlying them. Existing memory systems support inform…