Lyapunov Function Consistent Adaptive Network Signal Control with Back Pressure and Reinforcement Learning

no code implementations • 6 Oct 2022 • Chaolun Ma, Bruce Wang, Zihao Li, Ahmadreza Mahmoudzadeh, Yunlong Zhang

In traffic signal control, flow-based (optimizing the overall flow) and pressure-based methods (equalizing and alleviating congestion) are commonly used but often considered separately.

reinforcement-learning Reinforcement Learning (RL)