2 papers
cs.LG2026
Quantile-Physics Hybrid Framework for Safe-Speed Recommendation under Diverse Weather Conditions Leveraging Connected Vehicle and Road Weather Information Systems Data
Wen Zhang, Adel W. Sadek, Chunming Qiao
Inclement weather conditions can significantly impact driver visibility and tire-road surface friction, requiring adjusted safe driving speeds to reduce crash risk. This study prop…
eess.SY2026
Adaptive traffic signal control optimization using a novel road partition and multi-channel state representation method
Maojiang Deng, Shoufeng Lu, Jiazhao Shi +1
This study proposes a novel adaptive traffic signal control method leveraging a Deep Q-Network (DQN) and Proximal Policy Optimization (PPO) to optimize signal timing by integrating…