Jonathan W. Lee

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 16

Top Topics

Traffic Control

Trajectory Data

Reinforcement Learning

Top Venues

CPS-IoT Week Workshops

Publications

Kathy Jang, Nathan Lichtlé, Eugene Vinitsky, Adit Shah, Matthew R. Bunting, Matthew Nice, Benedetto Piccoli, Benjamin Seibold, Daniel B. Work, Maria Laura Delle Monache, Jonathan Sprinkle, Jonathan W. Lee, Alexandre M. Bayen
Reinforcement Learning Based Oscillation Dampening: Scaling up Single-Agent RL algorithms to a 100 AV highway field operational test. CoRR (2024)
Nathan Lichtlé, Kathy Jang, Adit Shah, Eugene Vinitsky, Jonathan W. Lee, Alexandre M. Bayen
Traffic Smoothing Controllers for Autonomous Vehicles Using Deep Reinforcement Learning and Real-World Trajectory Data. CoRR (2024)
Han Wang, Zhe Fu, Jonathan W. Lee, Hossein Nick Zinat Matin, Arwa Alanqary, Daniel Urieli, Sharon Hornstein, Abdul Rahman Kreidieh, Raphaël Chekroun, William Barbour, William A. Richardson, Dan Work, Benedetto Piccoli, Benjamin Seibold, Jonathan Sprinkle, Alexandre M. Bayen, Maria Laura Delle Monache
Hierarchical Speed Planner for Automated Vehicles: A Framework for Lagrangian Variable Speed Limit in Mixed Autonomy Traffic. CoRR (2024)
Jonathan W. Lee, Han Wang, Kathy Jang, Amaury Hayat, Matthew R. Bunting, Arwa Alanqary, William Barbour, Zhe Fu, Xiaoqian Gong, George Gunter, Sharon Hornstein, Abdul Rahman Kreidieh, Nathan Lichtlé, Matthew Walter Nice, William A. Richardson, Adit Shah, Eugene Vinitsky, Fangyu Wu, Shengquan Xiang, Sulaiman Almatrudi, Fahd Althukair, Rahul Bhadani, Joy Carpio, Raphaël Chekroun, Eric Cheng, Maria Teresa Chiri, Fang-Chieh Chou, Ryan Delorenzo, Marsalis T. Gibson, Derek Gloudemans, Anish Gollakota, Junyi Ji, Alexander Keimer, Nour Khoudari, Malaika Mahmood, Mikail Mahmood, Hossein Nick Zinat Matin, Sean T. McQuade, Rabie Ramadan, Daniel Urieli, Xia Wang, Yanbing Wang, Rita Xu, Mengsha Yao, Yiling You, Gergely Zachár, Yibo Zhao, Mostafa Ameli, Mirza Najamuddin Baig, Sarah Bhaskaran, Kenneth Butts, Manasi Gowda, Caroline Janssen, John Lee, Liam Pedersen, Riley Wagner, Zimo Zhang, Chang Zhou, Daniel B. Work, Benjamin Seibold, Jonathan Sprinkle, Benedetto Piccoli, Maria Laura Delle Monache, Alexandre M. Bayen
Traffic Control via Connected and Automated Vehicles: An Open-Road Field Experiment with 100 CAVs. CoRR (2024)
Mostafa Ameli, Sean T. McQuade, Jonathan W. Lee, Matthew R. Bunting, Matthew Nice, Han Wang, William Barbour, Ryan Weightman, Christopher Denaro, Ryan Delorenzo, Sharon Hornstein, Jon F. Davis, Dan Timsit, Riley Wagner, Rita Xu, Malaika Mahmood, Mikail Mahmood, Maria Laura Delle Monache, Benjamin Seibold, Daniel B. Work, Jonathan Sprinkle, Benedetto Piccoli, Alexandre M. Bayen
Designing, simulating, and performing the 100-AV field test for the CIRCLES consortium: Methodology and Implementation of the Largest mobile traffic control experiment to date. CoRR (2024)
Nathan Lichtlé, Kathy Jang, Adit Shah, Eugene Vinitsky, Jonathan W. Lee, Alexandre M. Bayen
Traffic Smoothing Controllers for Autonomous Vehicles Using Deep Reinforcement Learning and Real-World Trajectory Data. ITSC (2023)
Matthew Walter Nice, Matt Bunting, Alex Richardson, Gergely Zachár, Jonathan W. Lee, Alexandre M. Bayen, Maria Laura Delle Monache, Benjamin Seibold, Benedetto Piccoli, Jonathan Sprinkle, Dan Work
Enabling Mixed Autonomy Traffic Control. CoRR (2023)
Zhe Fu, Abdul Rahman Kreidieh, Han Wang, Jonathan W. Lee, Maria Laura Delle Monache, Alexandre M. Bayen
Cooperative Driving for Speed Harmonization in Mixed-Traffic Environments. IV (2023)
Matthew Nice, Matthew R. Bunting, Gergely Zachár, Rahul Bhadani, Paul Ngo, Jonathan W. Lee, Alexandre M. Bayen, Dan Work, Jonathan Sprinkle
Parameter Estimation for Decoding Sensor Signals. ICCPS (2023)
Alex Richardson, Matthew Walter Nice, Matt Bunting, Jonathan W. Lee, Rahul Bhadani, Daniel B. Work, Jonathan Sprinkle
Analysis of a Runtime Data Sharing Architecture over LTE for a Heterogeneous CAV Fleet. CPS-IoT Week Workshops (2023)
Nour Khoudari, Sulaiman Almatrudi, Rabie Ramadan, Joy Carpio, Mengsha Yao, Kenneth Butts, Alexandre M. Bayen, Jonathan W. Lee, Benjamin Seibold
Reducing Detailed Vehicle Energy Dynamics to Physics-Like Models. CoRR (2023)
Zhe Fu, Abdul Rahman Kreidieh, Han Wang, Jonathan W. Lee, Maria Laura Delle Monache, Alexandre M. Bayen
Cooperative Driving for Speed Harmonization in Mixed-Traffic Environments. CoRR (2023)
Amaury Hayat, Arwa Alanqary, Rahul Bhadani, Christopher Denaro, Ryan J. Weightman, Shengquan Xiang, Jonathan W. Lee, Matthew R. Bunting, Anish Gollakota, Matthew Walter Nice, Derek Gloudemans, Gergely Zachár, Jon F. Davis, Maria Laura Delle Monache, Benjamin Seibold, Alexandre M. Bayen, Jonathan Sprinkle, Daniel B. Work, Benedetto Piccoli
Traffic smoothing using explicit local controllers. CoRR (2023)
Jonathan W. Lee, George Gunter, Rabie A. Ramadan, Sulaiman Almatrudi, Paige Arnold, John Aquino, William Barbour, Rahul Bhadani, Joy Carpio, Fang-Chieh Chou, Marsalis Gibson, Xiaoqian Gong, Amaury Hayat, Nour Khoudari, Abdul Rahman Kreidieh, Maya Kumar, Nathan Lichtlé, Sean T. McQuade, Brian Q. Nguyen, Megan Ross, Sydney Truong, Eugene Vinitsky, Yibo Zhao, Jonathan Sprinkle, Benedetto Piccoli, Alexandre M. Bayen, Daniel B. Work, Benjamin Seibold
Integrated Framework of Vehicle Dynamics, Instabilities, Energy Models, and Sparse Flow Smoothing Controllers. CoRR (2021)
Sidney A. Feygin, Jessica R. Lazarus, Edward H. Forscher, Valentine Golfier-Vetterli, Jonathan W. Lee, Abhishek Gupta, Rashid A. Waraich, Colin J. R. Sheppard, Alexandre M. Bayen
BISTRO: Berkeley Integrated System for Transportation Optimization. ACM Trans. Intell. Syst. Technol. 11 (4) (2020)
Sidney A. Feygin, Jessica R. Lazarus, Edward H. Forscher, Valentine Golfier-Vetterli, Jonathan W. Lee, Abhishek Gupta, Rashid A. Waraich, Colin J. R. Sheppard, Alexandre M. Bayen
BISTRO: Berkeley Integrated System for Transportation Optimization. CoRR (2019)
Mark Matthews, Jaime Snyder, Lindsay Reynolds, Jacqueline T. Chien, Adam Shih, Jonathan W. Lee, Geri Gay
Real-Time Representation Versus Response Elicitation in Biosensor Data. CHI (2015)
Jonathan W. Lee, Andrew J. Meade, Enrique V. Barrera
A scattered data approximation tool to map single-walled carbon nanotube dispersion to the processing parameters in polymer nanocomposites. Int. J. Knowl. Eng. Data Min. 1 (2) (2010)