Li-Peng Zhang

Intelligent Traffic Signal Control Based on Critical Intersection Identification

To address the high training cost, excessive computational burden, and scalability limitations of deep reinforcement learning (DRL)-based large-scale traffic signal control (TSC), this paper proposes KeyNode-Light, an intelligent framework that strategically deploys DRL agents based on critical intersection identificat...