Yuhang Zhang

Joined

January 2024

Names

Yuhang Zhang (Preferred)

Emails

****@vanderbilt.edu (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

PhD student

Vanderbilt University (vanderbilt.edu)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Daniel Work

2021 – Present

Expertise

multi-agent reinforcement learning

traffic control

transportation engineering

traffic data analysis

Present

Publications

Real-World Deployment and Assessment of a Multiagent Reinforcement Learning-Based Variable-Speed-Limit Control System
Yuhang Zhang, Zhiyao Zhang, Junyi Ji, Marcos Quinones-Grueiro, William Barbour, Derek Gloudemans, Gergely Zachar, Clay Weston, Gautam Biswas, Daniel B. Work
- IEEE Intelligent Transportation Systems Magazine
- Readers: Everyone
1000DaySim: Open-Source Traffic Simulation With Real Data Over Long Time Horizons
Zhiyao Zhang, Yuhang Zhang, Marcos Quiñones-Grueiro, William Barbour, Gautam Biswas, Daniel Work
- Crossref
- Readers: Everyone
MARVEL: Bringing Multi-Agent Reinforcement- Learning Based Variable Speed Limit Controllers Closer to Deployment
Yuhang Zhang, Marcos Quinones-Grueiro, Zhiyao Zhang, Yanbing Wang, William Barbour, Gautam Biswas, Daniel Work
- IEEE Access
- Readers: Everyone
FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection
Austin Coursey, JUNYI JI, Marcos Quinones Grueiro, William Barbour, Yuhang Zhang, Tyler Derr, Gautam Biswas, Daniel Work
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
CAV Traffic Control to Mitigate the Impact of Congestion from Bottlenecks: A Linear Quadratic Regulator Approach and Microsimulation Study
Suyash C. Vishnoi, Junyi Ji, Mirsaleh Bahavarnia, Yuhang Zhang, Ahmad F. Taha, Christian G. Claudel, Daniel B. Work
- ACM Journal on Autonomous Transportation Systems
- Readers: Everyone
Detecting Socially Abnormal Highway Driving Behaviors via Recurrent Graph Attention Networks
Yue Hu, Yuhang Zhang, Yanbing Wang, Daniel Work
- Crossref
- Readers: Everyone

Yuhang Zhang

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Real-World Deployment and Assessment of a Multiagent Reinforcement Learning-Based Variable-Speed-Limit Control System

1000DaySim: Open-Source Traffic Simulation With Real Data Over Long Time Horizons

MARVEL: Bringing Multi-Agent Reinforcement- Learning Based Variable Speed Limit Controllers Closer to Deployment

FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection

CAV Traffic Control to Mitigate the Impact of Congestion from Bottlenecks: A Linear Quadratic Regulator Approach and Microsimulation Study

Detecting Socially Abnormal Highway Driving Behaviors via Recurrent Graph Attention Networks

Co-Authors