Cathy Wu

Yashar Zeiynali Farid

CoRR, July, 2025

When Context Is Not Enough: Modeling Unexplained Variability in Car-Following Behavior.

[BibT_eX]

[DOI]

CoRR, July, 2025

Learning to Segment for Vehicle Routing Problems.

[BibT_eX]

[DOI]

CoRR, July, 2025

Reinforcement Learning for Robust Advisories Under Driving Compliance Errors.

[BibT_eX]

[DOI]

Jeongyun Kim

IEEE Trans. Intell. Transp. Syst., June, 2025

Markov Regime-Switching Intelligent Driver Model for Interpretable Car-Following Behavior.

[BibT_eX]

[DOI]

Chengyuan Zhang

Lijun Sun

CoRR, June, 2025

Reimagining Urban Science: Scaling Causal Inference with Large Language Models.

[BibT_eX]

[DOI]

CoRR, April, 2025

A Review of Traffic Wave Suppression Strategies: Variable Speed Limit vs. Jam-Absorption Driving.

[BibT_eX]

[DOI]

CoRR, April, 2025

Route Recommendations for Traffic Management Under Learned Partial Driver Compliance.

[BibT_eX]

[DOI]

Heeseung Bang

Andreas A. Malikopoulos

CoRR, April, 2025

RL2Grid: Benchmarking Reinforcement Learning in Power Grid Operations.

[BibT_eX]

[DOI]

CoRR, March, 2025

NeuralMOVES: A lightweight and microscopic vehicle emission estimation model based on reverse engineering and surrogate learning.

[BibT_eX]

[DOI]

Edgar Ramirez Sanchez

CoRR, February, 2025

Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Towards Foundation Models for Mixed Integer Linear Programming.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Integrated Analysis of Coarse-Grained Guidance for Traffic Flow Stability.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., September, 2024

Model-Free Learning of Corridor Clearance: A Near-Term Deployment Perspective.

[BibT_eX]

[DOI]

Dajiang Suo

IEEE Trans. Intell. Transp. Syst., June, 2024

Hybrid System Stability Analysis of Multilane Mixed-Autonomy Traffic.

[BibT_eX]

[DOI]

IEEE Trans. Robotics, 2024

Eco-driving Incentive Mechanisms for Mitigating Emissions in Urban Transportation.

[BibT_eX]

[DOI]

CoRR, 2024

Will Large Language Models be a Panacea to Autonomous Driving?

[BibT_eX]

[DOI]

CoRR, 2024

The Nah Bandit: Modeling User Non-compliance in Recommendation Systems.

[BibT_eX]

[DOI]

Tianyue Zhou

Katherine Driggs-Campbell

CoRR, 2024

Mitigating Metropolitan Carbon Emissions with Dynamic Eco-driving at Scale.

[BibT_eX]

[DOI]

CoRR, 2024

Lessons in Cooperation: A Qualitative Analysis of Driver Sentiments towards Real-Time Advisory Systems from a Driving Simulator User Study.

[BibT_eX]

[DOI]

CoRR, 2024

Cooperative Advisory Residual Policies for Congestion Mitigation.

[BibT_eX]

[DOI]

Katherine Rose Driggs-Campbell

CoRR, 2024

What is a typical signalized intersection in a city? A pipeline for intersection data imputation from OpenStreetMap.

[BibT_eX]

[DOI]

CoRR, 2024

Model-Based Transfer Learning for Contextual Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Expert with Clustering: Hierarchical Online Preference Learning Framework.

[BibT_eX]

[DOI]

Tianyue Zhou

Babak Rahimi Ardabili

Hamed Tabkhi

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

Multi-agent Path Finding for Mixed Autonomy Traffic Coordination.

[BibT_eX]

[DOI]

Han Zheng

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Scalability of Platoon-based Coordination for Mixed Autonomy Intersections.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

A Data-Informed Analysis of Scalable Supervision for Safety in Autonomous Vehicle Fleets.

[BibT_eX]

[DOI]

Cameron Hickert

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Generalizing Cooperative Eco-driving via Multi-residual Task Learning.

[BibT_eX]

[DOI]

Yashar Zeiynali Farid

Kentaro Oguchi

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Multi-agent Path Finding for Cooperative Autonomous Driving.

[BibT_eX]

[DOI]

Han Zheng

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Neural Neighborhood Search for Multi-agent Path Finding.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Incentive Design for Eco-driving in Urban Transportation Networks.

[BibT_eX]

[DOI]

Proceedings of the European Control Conference, 2024

2023

Cooperation for Scalable Supervision of Autonomy in Mixed Traffic.

[BibT_eX]

[DOI]

Cameron Hickert

IEEE Trans. Robotics, August, 2023

Unified Automatic Control of Vehicular Systems With Reinforcement Learning.

[BibT_eX]

[DOI]

Abdul Rahman Kreidieh

Eugene Vinitsky

IEEE Trans Autom. Sci. Eng., April, 2023

Temporal Transfer Learning for Traffic Optimization with Coarse-grained Advisory Autonomy.

[BibT_eX]

[DOI]

CoRR, 2023

Data-Driven Traffic Reconstruction and Kernel Methods for Identifying Stop-and-Go Congestion.

[BibT_eX]

[DOI]

Edgar Ramirez Sanchez

Shreyaa Raghavan

CoRR, 2023

Hybrid System Stability Analysis of Multi-Lane Mixed-Autonomy Traffic.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Co-operative Congestion Mitigation.

[BibT_eX]

[DOI]

Aamir Hasan

Neeloy Chakraborty

Katherine Rose Driggs-Campbell

CoRR, 2023

Integrated Analysis of Human-compatible Control for Traffic Flow Stability.

[BibT_eX]

[DOI]

Katherine Driggs-Campbell

CoRR, 2023

Learning to Configure Separators in Branch-and-Cut.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Multi-behavior Learning for Socially Compatible Autonomous Driving.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Conference on Intelligent Transportation Systems, 2023

PeRP: Personalized Residual Policies For Congestion Mitigation Through Co-operative Advisory Systems.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Conference on Intelligent Transportation Systems, 2023

Stabilization Guarantees of Human-Compatible Control via Lyapunov Analysis.

[BibT_eX]

[DOI]

Proceedings of the European Control Conference, 2023

2022

Flow: A Modular Learning Framework for Mixed Autonomy Traffic.

[BibT_eX]

[DOI]

Abdul Rahman Kreidieh

Kanaad Parvate

Eugene Vinitsky

IEEE Trans. Robotics, 2022

Sociotechnical Specification for the Broader Impacts of Autonomous Vehicles.

[BibT_eX]

[DOI]

Thomas Krendl Gilbert

CoRR, 2022

The Braess Paradox in Dynamic Traffic.

[BibT_eX]

[DOI]

CoRR, 2022

The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

The Braess's Paradox in Dynamic Traffic.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Learning Eco-Driving Strategies at Signalized Intersections.

[BibT_eX]

[DOI]

Proceedings of the European Control Conference, 2022

The Third Workshop on Data-driven Intelligent Transportation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

It's Time to Do Something: Mitigating the Negative Impacts of Computing Through a Change to the Peer Review Process.

[BibT_eX]

[DOI]

CoRR, 2021

Learning to delegate for large-scale vehicle routing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Reinforcement Learning for Mixed Autonomy Intersections.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Piecewise Constant Policies for Human-Compatible Congestion Mitigation.

[BibT_eX]

[DOI]

Mayuri Sridhar

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Mixed Autonomous Supervision in Traffic Signal Control.

[BibT_eX]

[DOI]

Anna Landler

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

2020

Block Simplex Signal Recovery: Methods, Trade-Offs, and an Application to Routing.

[BibT_eX]

[DOI]

Alexey Pozdnukhov

IEEE Trans. Intell. Transp. Syst., 2020

2018

Learning and Optimization for Mixed Autonomy Systems - A Mobility Context.

[BibT_eX]

[DOI]

PhD thesis, 2018

Lagrangian Control through Deep-RL: Applications to Bottleneck Decongestion.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Dissipating stop-and-go waves in closed and open networks via deep reinforcement learning.

[BibT_eX]

[DOI]

Abdul Rahman Kreidieh

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Stabilizing Traffic with Autonomous Vehicles.

[BibT_eX]

[DOI]

Ankur Mehta

Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Variance Reduction for Policy Gradient with Action-Dependent Factorized Baselines.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Benchmarks for reinforcement learning in mixed-autonomy traffic.

[BibT_eX]

[DOI]

Proceedings of the 2nd Annual Conference on Robot Learning, 2018

2017

Flow: Architecture and Benchmarking for Reinforcement Learning in Traffic Control.

[BibT_eX]

[DOI]

CoRR, 2017

Multi-lane reduction: A stochastic single-lane model for lane changing.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Framework for control and deep reinforcement learning in traffic.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Emergent Behaviors in Mixed-Autonomy Traffic.

[BibT_eX]

[DOI]

Proceedings of the 1st Annual Conference on Robot Learning, CoRL 2017, Mountain View, 2017

2016

Optimizing the diamond lane: A more tractable carpool problem and algorithms.

[BibT_eX]

[DOI]

Christos H. Papadimitriou

Kalyanaraman Shankari

Ece Kamar

Randy H. Katz

David E. Culler

Eric Horvitz

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Clustering for set partitioning with a case study in ridesharing.

[BibT_eX]

[DOI]