GraphLight: Graph-based Reinforcement Learning for Traffic Signal Control

Adaptive traffic signal control can alleviate traffic congestion and improve throughput. A decentralized multi-agent reinforcement learning (MARL) is a promising data-driven method for learning a cooperative traffic signal policy for dynamic traffic networks. Although most existing MARL algorithms e... View More