Daniel B. Work

1. Dissipation of stop-and-go waves via control of autonomous vehicles: Field experiments
   2018/04/01 by Raphael E. Stern, Shumo Cui, Maria Laura Delle Monache +11 · 11 citations
2. I-24 MOTION: An instrument for freeway traffic science
   2023/01/26 by Derek Gloudemans, Gloudemans, Derek, Yanbing Wang +9 · 9 citations
   Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Fire effects on ecosystems #Image and Video Processing (eess.IV) #Remote Sensing and LiDAR Applications #Traffic Prediction and Management Techniques #electronic engineering #information engineering
3. Scaling the Kalman filter for large-scale traffic estimation
   2016/08/02 by Ye Sun, Daniel B. Work, Sun, Ye +1 · 1 citation
   Engineering · Social Sciences · #Traffic control and management #Traffic Prediction and Management Techniques #Transportation Planning and Optimization
4. Traffic Control via Connected and Automated Vehicles: An Open-Road Field Experiment with 100 CAVs
   2024/02/26 by Jonathan Lee, Lee, Jonathan W., Han Wang +124 · 3 citations
   Engineering · #FOS: Electrical engineering #Systems and Control (eess.SY) #Traffic Prediction and Management Techniques #Traffic control and management #Vehicular Ad Hoc Networks (VANETs) #electronic engineering #information engineering
5. FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection
   2024/06/21 by Austin Coursey, Junyi Ji, Coursey, Austin +13 · 2 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Traffic Prediction and Management Techniques
6. Field Deployment of Multi-Agent Reinforcement Learning Based Variable Speed Limit Controllers
   2024/07/10 by Yuhang Zhang, Zhang, Yuhang, Zhiyao Zhang +12 · 1 voice
   Computer Science · Engineering · #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Traffic control and management #cs.MA
7. Real-World Deployment and Assessment of a Multi-Agent Reinforcement Learning-Based Variable Speed Limit Control System
   2025/03/02 by Yuhang Zhang, Zhiyao Zhang, Zhang, Yuhang +17 · 1 voice · 2 citations
   Engineering · #Traffic control and management #Autonomous Vehicle Technology and Safety
8. CAV Traffic Control to Mitigate the Impact of Congestion from Bottlenecks: A Linear Quadratic Regulator Approach and Microsimulation Study
   2023/06/17 by Suyash C. Vishnoi, Junyi Ji, Vishnoi, Suyash C. +11 · 1 citation
   Engineering · Social Sciences · Decision Sciences · #Traffic control and management #Transportation Planning and Optimization #Simulation Techniques and Applications
9. Integrated Framework of Vehicle Dynamics, Instabilities, Energy Models,\n and Sparse Flow Smoothing Controllers
   2021/04/22 by Jonathan Lee, Lee, Jonathan W., George Gunter +55 · 1 citation
   Engineering · #Autonomous Vehicle Technology and Safety #FOS: Electrical engineering #Systems and Control (eess.SY) #Traffic Prediction and Management Techniques #Traffic control and management #electronic engineering #information engineering
10. Traffic smoothing using explicit local controllers
    2023/10/27 by Amaury Hayat, Hayat, Amaury, Alanqary, Arwa +33 · 1 citation
    Engineering · Decision Sciences · #Traffic control and management #Traffic Prediction and Management Techniques #Simulation Techniques and Applications
11. Automatic vehicle trajectory data reconstruction at scale
    2022/12/15 by Yanbing Wang, Wang, Yanbing, Derek Gloudemans +12 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
12. Reinforcement Learning Based Oscillation Dampening: Scaling up Single-Agent RL algorithms to a 100 AV highway field operational test
    2024/02/26 by Kathy Jang, Nathan Lichtlé, Jang, Kathy +23 · 1 citation
    Engineering · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #FOS: Electrical engineering #Robotics (cs.RO) #Systems and Control (eess.SY) #Traffic Prediction and Management Techniques #Traffic control and management #electronic engineering #information engineering
13. So you think you can track?
    2023/09/13 by Derek Gloudemans, Gloudemans, Derek, Gergely Zachár +23 · 1 citation
    Computer Science · Engineering · #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Target Tracking and Data Fusion in Sensor Networks #Video Surveillance and Tracking Methods
14. Scalable analysis of stop-and-go waves: Representation, measurements and insights
    2024/08/31 by Junyi Ji, Derek Gloudemans, Ji, Junyi +13 · 2 citations
    Engineering · #Particle accelerators and beam dynamics