Area-wide traffic signal control based on a deep graph Q-Network (DGQN) trained in an asynchronous manner

Gyeongjun Kim, Keemin Sohn

Reinforcement learning (RL) algorithms have been widely applied in traffic signal studies. There are, however, several problems in jointly controlling traffic lights for a large tr…