A Fully Data-Driven Approach for Realistic Traffic Signal Control Using Offline Reinforcement Learning

Jianxiong Li, Shichao Lin, Tianyu Shi +5

The optimization of traffic signal control (TSC) is critical for an efficient transportation system. In recent years, reinforcement learning (RL) techniques have emerged as a popul…