A Robust and Efficient Multi-Agent Reinforcement Learning Framework for Traffic Signal Control

Sheng-You Huang, Hsiao-Chuan Chang, Yen-Chi Chen +6

Reinforcement Learning (RL) in Traffic Signal Control (TSC) faces significant hurdles in real-world deployment due to limited generalization to dynamic traffic flow variations. Exi…