QMNet: Importance-Aware Message Exchange for Decentralized Multi-Agent Reinforcement Learning

Xiufeng Huang, Sheng Zhou

To improve the performance of multi-agent reinforcement learning under the constraint of wireless resources, we propose a message importance metric and design an importance-aware s…