Quantifying the impact of driver compliance on the effectiveness of variable speed limits and lane control systems. - Yuhang Zhang 009; Marcos Quiñones-Grueiro; William Barbour; Clay Weston; Gautam Biswas; Dan Work (ITSC, 2022)

Exploring CAV-Based Traffic Control for Improving Traffic Conditions in the Face of Bottlenecks. - Suyash C. Vishnoi; Junyi Ji; MirSaleh Bahavarnia; Yuhang Zhang 009; Ahmad F. Taha; Christian G. Claudel; Daniel B. Work (CDC, 2023)

Evaluation of Traffic Signal Control at Varying Demand Levels: A Comparative Study. - Zhiyao Zhang; Marcos Quiñones-Grueiro; William Barbour; Yuhang Zhang 009; Gautam Biswas; Daniel B. Work (ITSC, 2023)

Cooperative Multi-Agent Reinforcement Learning for Large Scale Variable Speed Limit Control. - Yuhang Zhang 009; Marcos Quiñones-Grueiro; William Barbour; Zhiyao Zhang; Joshua Scherer; Gautam Biswas; Daniel B. Work (SMARTCOMP, 2023)

Detecting Socially Abnormal Highway Driving Behaviors via Recurrent Graph Attention Networks. - Yue Hu; Yuhang Zhang 009; Yanbing Wang; Daniel B. Work (WWW, 2023)

CAVTraffic 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 009; Ahmad F. Taha; Christian G. Claudel; Daniel B. Work (CoRR, 2023)

MARVEL: Multi-Agent Reinforcement-Learning for Large-Scale Variable Speed Limits. - Yuhang Zhang 009; Marcos Quiñones-Grueiro; Zhiyao Zhang; Yanbing Wang; William Barbour; Gautam Biswas; Daniel B. Work (CoRR, 2023)

A Middle Way to Traffic Enlightenment. - Matthew Walter Nice; George Gunter; Junyi Ji; Yuhang Zhang 009; Matthew R. Bunting; William Barbour; Jonathan Sprinkle; Daniel B. Work (ICCPS, 2024)

Field Deployment of Multi-Agent Reinforcement Learning Based Variable Speed Limit Controllers. - Yuhang Zhang 009; Zhiyao Zhang; Marcos Quiñones-Grueiro; William Barbour; Clay Weston; Gautam Biswas; Daniel B. Work (ITSC, 2024)

Phase Re-Service in Reinforcement Learning Traffic Signal Control. - Zhiyao Zhang; George Gunter; Marcos Quiñones-Grueiro; Yuhang Zhang 009; William Barbour; Gautam Biswas; Daniel B. Work (ITSC, 2024)

FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection. - Austin Coursey; Junyi Ji; Marcos Quiñones-Grueiro; William Barbour; Yuhang Zhang 009; Tyler Derr; Gautam Biswas; Daniel B. Work (NeurIPS, 2024)

MARVEL: Bringing Multi-Agent Reinforcement- Learning Based Variable Speed Limit Controllers Closer to Deployment. - Yuhang Zhang 009; Marcos Quiñones-Grueiro; Zhiyao Zhang; Yanbing Wang; William Barbour; Gautam Biswas; Daniel B. Work (IEEE Access, 2024)

1000DaySim: Open-Source Traffic Simulation With Real Data Over Long Time Horizons. - Zhiyao Zhang; Yuhang Zhang 009; Marcos Quiñones-Grueiro; William Barbour; Gautam Biswas; Daniel B. Work (ICCPS, 2025)

Real-World Deployment and Assessment of a Multi-Agent Reinforcement Learning-Based Variable Speed Limit Control System. - Yuhang Zhang 009; Zhiyao Zhang; Junyi Ji; Marcos Quiñones-Grueiro; William Barbour; Derek Gloudemans; Gergely Zachár; Clay Weston; Gautam Biswas; Daniel B. Work (CoRR, 2025)