Chiqiang Liu

STAGE: Spatio-Temporal Aggregation via Graph Embedding for Multi-Agent Reinforcement Learning in Industrial Optimization

Industrial multi-agent coordination requires distributed subsystems to collaborate under heterogeneous relationship structures whose relative importance shifts across operational contexts—physical constraints dominate startup while operational hierarchies govern steady-state. Existing multi-agent reinforcement learning...