CBLab: Supporting the Training of Large-scale Traffic Control Policies with Scalable Traffic Simulation

Abstract

Traffic simulation provides interactive data for the optimization of traffic control policies. However, existing traffic simulators are limited by their lack of scalability and shortage in input data, which prevents them from generating interactive data from traffic simulation in the scenarios of real large-scale city road networks.