Improving the generalizability and robustness of large-scale traffic signal control

Tianyu Shi, Francois-Xavier Devailly, Denis Larocque +1

A number of deep reinforcement-learning (RL) approaches propose to control traffic signals. In this work, we study the robustness of such methods along two axes. First, sensor fail…