iLLM-TSC: Integration reinforcement learning and large language model for traffic signal control policy improvement

Aoyu Pang, Maonan Wang, Man-On Pun +2

Urban congestion remains a critical challenge, with traffic signal control (TSC) emerging as a potent solution. TSC is often modeled as a Markov Decision Process problem and then s…