Author

Chengxiao Dai

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Preprint Jul 2026

Coordinating from Memory: Graph-Structured Experience Reuse for Multi-Agent Adaptation in Dynamic Manufacturing

A Graph-Structured Experiential Memory framework for multi-agent coordination in dynamic manufacturing that encodes historical coordination episodes as heterogeneous relational graphs that capture task dependencies, machine states, and inter-agent collaboration patterns is proposed.

Chengxiao Dai, Zhanhui Lin, Zhaokun Yan et al. · 0 citations