Large-scale traffic signal control using machine learning: some traffic flow considerations

Jorge A. Laval, Hao Zhou

This paper uses supervised learning, random search and deep reinforcement learning (DRL) methods to control large signalized intersection networks. The traffic model is Cellular Au…