DynamicLight: Dynamically Tuning Traffic Signal Duration with DRL. - Liang Zhang; Qiang Wu 010; Jun Shen 001; Linyuan Lü; Bo Du 004; Akbar Telikani; Jianqing Wu 002; Shubin Xie (CoRR, 2022)

Leveraging Queue Length and Attention Mechanisms for Enhanced Traffic Signal Control Optimization. - Liang Zhang; Shubin Xie; Jianming Deng (ECML/PKDD (7), 2023)