Yuhang Zhang

21 papers A* 2B 1C 1Journal 10Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Real-World Deployment and Assessment of a Multiagent Reinforcement Learning-Based Variable-Speed-Limit Control System.
IEEE Intell. Transp. Syst. Mag.
Yuhang Zhang, Zhiyao Zhang, Junyi Ji, Marcos Quiñones-Grueiro, William Barbour, Derek Gloudemans, Gergely Zachár, Clay Weston, Gautam Biswas, Daniel B. Work
2025 — conf
1000DaySim: Open-Source Traffic Simulation With Real Data Over Long Time Horizons.
ICCPS
Zhiyao Zhang, Yuhang Zhang, Marcos Quiñones-Grueiro, William Barbour, Gautam Biswas, Daniel B. Work
2025 C conf
Offline Reinforcement Learning Benchmark for Variable Speed Limit Control with Real-World Dataset.
ICMLA
Yuhang Zhang, Zhiyao Zhang, Marcos Quiñones-Grueiro, William Barbour, Gautam Biswas, Daniel B. Work
2025 J jnl
Real-World Deployment and Assessment of a Multi-Agent Reinforcement Learning-Based Variable Speed Limit Control System.
CoRR
Yuhang Zhang, Zhiyao Zhang, Junyi Ji, Marcos Quiñones-Grueiro, William Barbour, Derek Gloudemans, Gergely Zachár, Clay Weston, Gautam Biswas, Daniel B. Work
2024 — conf
A Middle Way to Traffic Enlightenment.
ICCPS
Matthew Walter Nice, George Gunter, Junyi Ji, Yuhang Zhang, Matthew R. Bunting, William Barbour, Jonathan Sprinkle, Daniel B. Work
2024 J jnl
A Middle Way to Traffic Enlightenment.
CoRR
Matthew Walter Nice, George Gunter, Junyi Ji, Yuhang Zhang, Matthew R. Bunting, William Barbour, Jonathan Sprinkle, Dan Work
2024 A* conf
FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection.
NeurIPS
Austin Coursey, Junyi Ji, Marcos Quiñones-Grueiro, William Barbour, Yuhang Zhang, Tyler Derr, Gautam Biswas, Daniel B. Work
2024 J jnl
FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection.
CoRR
Austin Coursey, Junyi Ji, Marcos Quiñones-Grueiro, William Barbour, Yuhang Zhang, Tyler Derr, Gautam Biswas, Daniel B. Work
2024 — conf
Field Deployment of Multi-Agent Reinforcement Learning Based Variable Speed Limit Controllers.
ITSC
Yuhang Zhang, Zhiyao Zhang, Marcos Quiñones-Grueiro, William Barbour, Clay Weston, Gautam Biswas, Daniel B. Work
2024 J jnl
Field Deployment of Multi-Agent Reinforcement Learning Based Variable Speed Limit Controllers.
CoRR
Yuhang Zhang, Zhiyao Zhang, Marcos Quiñones-Grueiro, William Barbour, Clay Weston, Gautam Biswas, Daniel B. Work
2024 J jnl
MARVEL: Bringing Multi-Agent Reinforcement- Learning Based Variable Speed Limit Controllers Closer to Deployment.
IEEE Access
Yuhang Zhang, Marcos Quiñones-Grueiro, Zhiyao Zhang, Yanbing Wang, William Barbour, Gautam Biswas, Daniel B. Work
2024 — conf
Phase Re-Service in Reinforcement Learning Traffic Signal Control.
ITSC
Zhiyao Zhang, George Gunter, Marcos Quiñones-Grueiro, Yuhang Zhang, William Barbour, Gautam Biswas, Daniel B. Work
2024 J jnl
Phase Re-service in Reinforcement Learning Traffic Signal Control.
CoRR
Zhiyao Zhang, George Gunter, Marcos Quiñones-Grueiro, Yuhang Zhang, William Barbour, Gautam Biswas, Daniel B. Work
2023 J jnl
CAVTraffic Control to Mitigate the Impact of Congestion from Bottlenecks: A Linear Quadratic Regulator Approach and Microsimulation Study.
CoRR
Suyash C. Vishnoi, Junyi Ji, MirSaleh Bahavarnia, Yuhang Zhang, Ahmad F. Taha, Christian G. Claudel, Daniel B. Work
2023 B conf
Cooperative Multi-Agent Reinforcement Learning for Large Scale Variable Speed Limit Control.
SMARTCOMP
Yuhang Zhang, Marcos Quiñones-Grueiro, William Barbour, Zhiyao Zhang, Joshua Scherer, Gautam Biswas, Daniel B. Work
2023 A* conf
Detecting Socially Abnormal Highway Driving Behaviors via Recurrent Graph Attention Networks.
WWW
Yue Hu, Yuhang Zhang, Yanbing Wang, Daniel B. Work
2023 J jnl
Detecting Socially Abnormal Highway Driving Behaviors via Recurrent Graph Attention Networks.
CoRR
Yue Hu, Yuhang Zhang, Yanbing Wang, Daniel B. Work
2023 — conf
Evaluation of Traffic Signal Control at Varying Demand Levels: A Comparative Study.
ITSC
Zhiyao Zhang, Marcos Quiñones-Grueiro, William Barbour, Yuhang Zhang, Gautam Biswas, Daniel B. Work
2023 — conf
Exploring CAV-Based Traffic Control for Improving Traffic Conditions in the Face of Bottlenecks.
CDC
Suyash C. Vishnoi, Junyi Ji, MirSaleh Bahavarnia, Yuhang Zhang, Ahmad F. Taha, Christian G. Claudel, Daniel B. Work
2023 J jnl
MARVEL: Multi-Agent Reinforcement-Learning for Large-Scale Variable Speed Limits.
CoRR
Yuhang Zhang, Marcos Quiñones-Grueiro, Zhiyao Zhang, Yanbing Wang, William Barbour, Gautam Biswas, Daniel B. Work
2022 — conf
Quantifying the impact of driver compliance on the effectiveness of variable speed limits and lane control systems.
ITSC
Yuhang Zhang, Marcos Quiñones-Grueiro, William Barbour, Clay Weston, Gautam Biswas, Dan Work