SocialLight: Distributed Cooperation Learning towards Network-Wide Traffic Signal Control

Harsh Goel, Yifeng Zhang, Mehul Damani +1

Many recent works have turned to multi-agent reinforcement learning (MARL) for adaptive traffic signal control to optimize the travel time of vehicles over large urban networks. Ho…