Transformer-Based Multi-Agent Reinforcement Learning for Networked Systems with Long-Range Interactions

Vidur Sinha, Muhammed Ustaomeroglu, Guannan Qu

Multi-agent reinforcement learning (MARL) has shown promise for large-scale network control, yet existing methods face two major limitations. First, they typically rely on an expon…