Jia-Quan Shen

Exploration by Multi-Agent Relationship Graph Reconstruction

Efficient exploration remains a key challenge in cooperative multi-agent reinforcement learning (MARL), where the novelty of a joint situation may arise not only from unfamiliar individual observations but also from previously underrepresented interaction patterns among agents. Existing intrinsic-reward approaches comm...