1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.RO2026
Knowledge-Data-Dual-Driven Reinforcement Learning for Autonomous Vehicle Control in Mixed Traffic
Jie Fang, Wei Zheng, Mengyun Xu +1
In mixed traffic, decision-making for autonomous vehicles (AVs) confronts three interrelated challenges. First, physics-based priors incorporated into reinforcement learning (RL) m…
eess.SY2025
Physics Informed Multi-task Joint Generative Learning for Arterial Vehicle Trajectory Reconstruction Considering Lane Changing Behavior
Mengyun Xu, Jie Fang, Eui-Jin Kim +2
Reconstructing complete traffic flow time-space diagrams from vehicle trajectories offer a comprehensive view on traffic dynamics at arterial intersections. However, obtaining full…
eess.SY2022★ 1 cited
A Map-matching Algorithm with Extraction of Multi-group Information for Low-frequency Data
Jie Fang, Xiongwei Wu, Dianchao Lin +4
The growing use of probe vehicles generates a huge number of GNSS data. Limited by the satellite positioning technology, further improving the accuracy of map-matching is challengi…