Alexandre M. Bayen

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 134

Top Venues

CoRR

CDC

ITSC

IEEE Trans. Intell. Transp. Syst.

Publications

Shushman Choudhury, Abdul Rahman Kreidieh, Iveel Tsogsuren, Neha Arora, Carolina Osorio, Alexandre M. Bayen
Scalable Learning of Segment-Level Traffic Congestion Functions. CoRR (2024)
Fangyu Wu, Guanhua Wang, Siyuan Zhuang, Kehan Wang, Alexander Keimer, Ion Stoica, Alexandre M. Bayen
Composing MPC With LQR and Neural Network for Amortized Efficiency and Stable Control. IEEE Trans Autom. Sci. Eng. 21 (2) (2024)
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)
Victor Morand, Nils Müller, Ryan Weightman, Benedetto Piccoli, Alexander Keimer, Alexandre M. Bayen
Deep learning of first-order nonlinear hyperbolic conservation law solvers. J. Comput. Phys. 511 (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)
Jessica Lazarus, Makena Schwinn, Léo Toulet, Zangnan Yu, Anyi Chen, Xinyi Tang, Timothé Kasriel, Alexandre M. Bayen
Multi-Objective Transportation System Optimization Using Agent-Based Simulation - A Study of Cordon- and Mileage-Based Congestion Pricing. IEEE Trans. Intell. Transp. Syst. 25 (3) (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)
Derek Gloudemans, Gergely Zachár, Yanbing Wang, Junyi Ji, Matthew Nice, Matt Bunting, William Barbour, Jonathan Sprinkle, Benedetto Piccoli, Maria Laura Delle Monache, Alexandre M. Bayen, Benjamin Seibold, Daniel B. Work
So you think you can track? WACV (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)
Devansh Jalota, Jessica Lazarus, Alexandre M. Bayen, Marco Pavone
Credit-Based Congestion Pricing: Equilibrium Properties and Optimal Scheme Design. CDC (2023)
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)
Fangyu Wu, Alexandre M. Bayen
A Hierarchical MPC Approach to Car-Following via Linearly Constrained Quadratic Programming. IEEE Control. Syst. Lett. 7 (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)
Derek Gloudemans, Gergely Zachár, Yanbing Wang, Junyi Ji, Matthew Nice, Matt Bunting, William Barbour, Jonathan Sprinkle, Benedetto Piccoli, Maria Laura Delle Monache, Alexandre M. Bayen, Benjamin Seibold, Daniel B. Work
So you think you can track? CoRR (2023)
Zhongxia Yan, Abdul Rahman Kreidieh, Eugene Vinitsky, Alexandre M. Bayen, Cathy Wu
Unified Automatic Control of Vehicular Systems With Reinforcement Learning. IEEE Trans Autom. Sci. Eng. 20 (2) (2023)
Saleh Albeaik, Trevor Wu, Ganeshnikhil Vurimi, Fang-Chieh Chou, Xiao-Yun Lu, Alexandre M. Bayen
Longitudinal deep truck: Deep longitudinal model with application to sim2real deep reinforcement learning for heavy-duty truck control in the field. J. Field Robotics 40 (2) (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)
Arwa Alanqary, Xiaoqian Gong, Alexander Keimer, Benjamin Seibold, Benedetto Piccoli, Alexandre M. Bayen
Optimal Control of Autonomous Vehicles for Flow Smoothing in Mixed-Autonomy Traffic. CDC (2023)
Eugene Vinitsky, Nathan Lichtlé, Kanaad Parvate, Alexandre M. Bayen
Optimizing Mixed Autonomy Traffic Flow with Decentralized Autonomous Vehicles and Multi-Agent Reinforcement Learning. ACM Trans. Cyber Phys. Syst. 7 (2) (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)
Fangyu Wu, Dequan Wang, Minjune Hwang, Chenhui Hao, Jiawei Lu, Jiamu Zhang, Christopher Chou, Trevor Darrell, Alexandre M. Bayen
Decentralized Vehicle Coordination: The Berkeley DeepDrive Drone Dataset. CoRR (2022)
Fangyu Wu, Alexandre M. Bayen
A Hierarchical MPC Approach to Car-Following via Linearly Constrained Quadratic Programming. CoRR (2022)
Saleh Albeaik, Alexandre M. Bayen, Maria Teresa Chiri, Xiaoqian Gong, Amaury Hayat, Nicolas Kardous, Alexander Keimer, Sean T. McQuade, Benedetto Piccoli, Yiling You
Limitations and Improvements of the Intelligent Driver Model (IDM). SIAM J. Appl. Dyn. Syst. 21 (3) (2022)
Chao Yu, Akash Velu, Eugene Vinitsky, Jiaxuan Gao, Yu Wang, Alexandre M. Bayen, Yi Wu
The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games. NeurIPS (2022)
Devansh Jalota, Jessica Lazarus, Alexandre M. Bayen, Marco Pavone
Credit-Based Congestion Pricing: Equilibrium Properties and Optimal Scheme Design. CoRR (2022)
Zhongxia Yan, Abdul Rahman Kreidieh, Eugene Vinitsky, Alexandre M. Bayen, Cathy Wu
Unified Automatic Control of Vehicular Systems with Reinforcement Learning. CoRR (2022)
Huan Yu, Saehong Park, Alexandre M. Bayen, Scott J. Moura, Miroslav Krstic
Reinforcement Learning Versus PDE Backstepping and PI Control for Congested Freeway Traffic. IEEE Trans. Control. Syst. Technol. 30 (4) (2022)
Cathy Wu, Abdul Rahman Kreidieh, Kanaad Parvate, Eugene Vinitsky, Alexandre M. Bayen
Flow: A Modular Learning Framework for Mixed Autonomy Traffic. IEEE Trans. Robotics 38 (2) (2022)
Nicolas Kardous, Amaury Hayat, Sean T. McQuade, Xiaoqian Gong, Sydney Truong, Tinhinane Mezair, Paige Arnold, Ryan Delorenzo, Alexandre M. Bayen, Benedetto Piccoli
A rigorous multi-population multi-lane hybrid traffic model and its mean-field limit for dissipation of waves via autonomous vehicles. CoRR (2022)
Abdul Rahman Kreidieh, Yibo Zhao, Samyak Parajuli, Alexandre M. Bayen
Learning Generalizable Multi-Lane Mixed-Autonomy Behaviors in Single Lane Representations of Traffic. AAMAS (2022)
Theophile Cabannes, Mathieu Laurière, Julien Pérolat, Raphaël Marinier, Sertan Girgin, Sarah Perrin, Olivier Pietquin, Alexandre M. Bayen, Eric Goubault, Romuald Elie
Solving N-Player Dynamic Routing Games with Congestion: A Mean-Field Approach. AAMAS (2022)
Ketan Savla, Lili Du, Samitha Samaranayake, Xuegang (Jeff) Ban, Alexandre M. Bayen
Guest Editorial Special Issue on Modeling Dynamic Transportation Networks in the Age of Connectivity, Autonomy and Data. IEEE Trans. Intell. Transp. Syst. 23 (4) (2022)
Nathan Lichtlé, Eugene Vinitsky, Matthew Nice, Benjamin Seibold, Dan Work, Alexandre M. Bayen
Deploying Traffic Smoothing Cruise Controllers Learned from Trajectory Data. ICRA (2022)
Alexandre M. Bayen, Jan Friedrich, Alexander Keimer, Lukas Pflug, Tanya Veeravalli
Modeling Multilane Traffic with Moving Obstacles by Nonlocal Balance Laws. SIAM J. Appl. Dyn. Syst. 21 (2) (2022)
Abdul Rahman Kreidieh, Zhe Fu, Alexandre M. Bayen
Learning energy-efficient driving behaviors by imitating experts. ITSC (2022)
Abdul Rahman Kreidieh, Zhe Fu, Alexandre M. Bayen
Learning energy-efficient driving behaviors by imitating experts. CoRR (2022)
Fang-Chieh Chou, Alben Rome Bagabaldo, Alexandre M. Bayen
The Lord of the Ring Road: A Review and Evaluation of Autonomous Control Policies for Traffic in a Ring Road. ACM Trans. Cyber Phys. Syst. 6 (1) (2022)
Alexandre M. Bayen, Jesse Goodman, Eugene Vinitsky
On the approximability of Time Disjoint Walks. J. Comb. Optim. 44 (3) (2022)
Marsalis Gibson, Yiling You, Alexandre M. Bayen
Parallel Network Flow Allocation in Repeated Routing Games via LQR Optimal Control. CoRR (2021)
Saleh Albeaik, Trevor Wu, Ganeshnikhil Vurimi, Xiao-Yun Lu, Alexandre M. Bayen
Longitudinal Deep Truck: Deep learning and deep reinforcement learning for modeling and control of longitudinal dynamics of heavy duty trucks. CoRR (2021)
Abdul Rahman Kreidieh, Yibo Zhao, Samyak Parajuli, Alexandre M. Bayen
Learning Generalizable Multi-Lane Mixed-Autonomy Behaviors in Single Lane Representations of Traffic. CoRR (2021)
Huan Yu, Qijian Gan, Alexandre M. Bayen, Miroslav Krstic
PDE Traffic Observer Validated on Freeway Data. IEEE Trans. Control. Syst. Technol. 29 (3) (2021)
Theophile Cabannes, Mathieu Laurière, Julien Pérolat, Raphaël Marinier, Sertan Girgin, Sarah Perrin, Olivier Pietquin, Alexandre M. Bayen, Éric Goubault, Romuald Elie
Solving N-player dynamic routing games with congestion: a mean field approach. CoRR (2021)
Fang-Chieh Chou, Marsalis Gibson, Rahul Bhadani, Alexandre M. Bayen, Jonathan Sprinkle
Reachability Analysis for FollowerStopper: Safety Analysis and Experimental Results. ICRA (2021)
Chao Yu, Akash Velu, Eugene Vinitsky, Yu Wang, Alexandre M. Bayen, Yi Wu
The Surprising Effectiveness of MAPPO in Cooperative, Multi-Agent Games. CoRR (2021)
Gilbert Bahati, Marsalis Gibson, Alexandre M. Bayen
Multi-Adversarial Safety Analysis for Autonomous Vehicles. CoRR (2021)
Fang-Chieh Chou, Marsalis Gibson, Rahul Bhadani, Alexandre M. Bayen, Jonathan Sprinkle
Reachability Analysis for FollowerStopper: Safety Analysis and Experimental Results. CoRR (2021)
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)
Fangyu Wu, Guanhua Wang, Siyuan Zhuang, Kehan Wang, Alexander Keimer, Ion Stoica, Alexandre M. Bayen
Composing MPC with LQR and Neural Networks for Efficient and Stable Control. CoRR (2021)
Saleh Albeaik, Alexandre M. Bayen, Maria Teresa Chiri, Xiaoqian Gong, Amaury Hayat, Nicolas Kardous, Alexander Keimer, Sean T. McQuade, Benedetto Piccoli, Yiling You
Limitations and Improvements of the Intelligent Driver Model (IDM). CoRR (2021)
Cy P. Chan, Anu Kuncheria, Bingyu Zhao, Theophile Cabannes, Alexander Keimer, Bin Wang, Alexandre M. Bayen, Jane MacFarlane
Quasi-Dynamic Traffic Assignment using High Performance Computing. CoRR (2021)
Nathan Lichtlé, Eugene Vinitsky, George Gunter, Akash Velu, Alexandre M. Bayen
Fuel Consumption Reduction of Multi-Lane Road Networks using Decentralized Mixed-Autonomy Control. ITSC (2021)
Eugene Vinitsky, Yuqing Du, Kanaad Parvate, Kathy Jang, Pieter Abbeel, Alexandre M. Bayen
Robust Reinforcement Learning using Adversarial Populations. CoRR (2020)
Alexander Keimer, Alexandre M. Bayen
Routing on Traffic Networks Incorporating Past Memory up to Real-Time Information on the Network State. Annu. Rev. Control. Robotics Auton. Syst. 3 (2020)
Donggun Lee, Alexander Keimer, Alexandre M. Bayen, Claire J. Tomlin
Hamilton-Jacobi Formulation for State-Constrained Optimal Control and Zero-Sum Game Problems. CDC (2020)
Ashkan Yousefpour, Brian Q. Nguyen, Siddartha Devic, Guanhua Wang, Aboudy Kreidieh, Hans Lobel, Alexandre M. Bayen, Jason P. Jue
Failout: Achieving Failure-Resilient Inference in Distributed Neural Networks. CoRR (2020)
Keith Anshilo Diaz, Damian Dailisan, Umang Sharaf, Carissa Santos, Qijian Gan, Francis Aldrine Uy, May T. Lim, Alexandre M. Bayen
Adaptive Coordination Offsets for Signalized Arterial Intersections using Deep Reinforcement Learning. CoRR (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. ACM Trans. Intell. Syst. Technol. 11 (4) (2020)
Behdad Chalaki, Logan E. Beaver, Ben Remer, Kathy Jang, Eugene Vinitsky, Alexandre M. Bayen, Andreas A. Malikopoulos
Zero-Shot Autonomous Vehicle Policy Transfer: From Simulation to Real-World via Adversarial Learning. ICCA (2020)
Victor Chan, Qijian Gan, Alexandre M. Bayen
A Graph Convolutional Network with Signal Phasing Information for Arterial Traffic Prediction. CoRR (2020)
Eugene Vinitsky, Nathan Lichtle, Kanaad Parvate, Alexandre M. Bayen
Optimizing Mixed Autonomy Traffic Flow With Decentralized Autonomous Vehicles and Multi-Agent RL. CoRR (2020)
Michael Dennis, Natasha Jaques, Eugene Vinitsky, Alexandre M. Bayen, Stuart Russell, Andrew Critch, Sergey Levine
Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design. NeurIPS (2020)
Michael Dennis, Natasha Jaques, Eugene Vinitsky, Alexandre M. Bayen, Stuart Russell, Andrew Critch, Sergey Levine
Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design. CoRR (2020)
Cathy Wu, Alexey Pozdnukhov, Alexandre M. Bayen
Block Simplex Signal Recovery: Methods, Trade-Offs, and an Application to Routing. IEEE Trans. Intell. Transp. Syst. 21 (4) (2020)
Shu-Xia Tang, Alexander Keimer, Alexandre M. Bayen
Well-posedness of networked scalar semilinear balance laws subject to nonlinear boundary control operators. CDC (2019)
Theophile Cabannes, Elizabeth Glista, Kshama Dwarakanath, Xu Rao, Tanya Veeravalli, Alexandre M. Bayen
Sensitivity analysis and relaxation of the Static Traffic Assignment Problem with Capacity Constraints. CDC (2019)
Ashkan Yousefpour, Siddartha Devic, Brian Q. Nguyen, Aboudy Kreidieh, Alan Liao, Alexandre M. Bayen, Jason P. Jue
Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud. CoRR (2019)
Abdul Rahman Kreidieh, Samyak Parajuli, Nathan Lichtle, Yiling You, Rayyan Nasr, Alexandre M. Bayen
Inter-Level Cooperation in Hierarchical Reinforcement Learning. CoRR (2019)
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)
Theophile Cabannes, Marco Antonio Sangiovanni Vincentelli, Alexander Keimer, Alexandre M. Bayen
Regrets in Routing Networks: Measuring the Impact of Routing Apps in Traffic. ACM Trans. Spatial Algorithms Syst. 5 (2) (2019)
Kathy Jang, Eugene Vinitsky, Behdad Chalaki, Ben Remer, Logan Beaver, Andreas A. Malikopoulos, Alexandre M. Bayen
Simulation to scaled city: zero-shot policy transfer for traffic control via autonomous vehicles. ICCPS (2019)
Shu-Xia Tang, Alexander Keimer, Paola Goatin, Alexandre M. Bayen
A study on minimum time regulation of a bounded congested road with upstream flow control. CDC (2019)
Fang-Chieh Chou, Shu-Xia Tang, Xiao-Yun Lu, Alexandre M. Bayen
Backstepping-Based Time-Gap Regulation for Platoons. ACC (2019)
Anahita Jamshidnejad, Gabriel Gomes, Alexandre M. Bayen, Bart De Schutter
Integrated Offline and Online Optimization-Based Control in a Base-Parallel Architecture. CoRR (2019)
Saleh Albeaik, Fang-Chieh Chou, Xiao-Yun Lu, Alexandre M. Bayen
Deep Truck : A deep neural network model for longitudinal dynamics of heavy duty trucks. ITSC (2019)
Behdad Chalaki, Logan Beaver, Ben Remer, Kathy Jang, Eugene Vinitsky, Alexandre M. Bayen, Andreas A. Malikopoulos
Zero-Shot Autonomous Vehicle Policy Transfer: From Simulation to Real-World via Adversarial Learning. CoRR (2019)
Sami A. Malek, Alexandre M. Bayen, Steven D. Glaser
Daily Data Assimilation of a Hydrologic Model Using the Ensemble Kalman Filter. CoRR (2019)
Alexandre M. Bayen, Alexander Keimer, Emily Porter, Michele Spinola
Time-Continuous Instantaneous and Past Memory Routing on Traffic Networks: A Mathematical Analysis on the Basis of the Link-Delay Model. SIAM J. Appl. Dyn. Syst. 18 (4) (2019)
Kathy Jang, Logan Beaver, Behdad Chalaki, Ben Remer, Eugene Vinitsky, Andreas A. Malikopoulos, Alexandre M. Bayen
Simulation to scaled city: zero-shot policy transfer for traffic control via autonomous vehicles. CoRR (2018)
Aziz Khiyami, Alexander Keimer, Alexandre M. Bayen
Structural Analysis of Specific Environmental Traffic Assignment Problems. ITSC (2018)
Eugene Vinitsky, Aboudy Kreidieh, Luc Le Flem, Nishant Kheterpal, Kathy Jang, Fangyu Wu, Richard Liaw, Eric Liang, Alexandre M. Bayen
Benchmarks for reinforcement learning in mixed-autonomy traffic. CoRL (2018)
Cathy Wu, Aravind Rajeswaran, Yan Duan, Vikash Kumar, Alexandre M. Bayen, Sham M. Kakade, Igor Mordatch, Pieter Abbeel
Variance Reduction for Policy Gradient with Action-Dependent Factorized Baselines. ICLR (2018)
Alexandre M. Bayen, Jesse Goodman, Eugene Vinitsky
On the Approximability of Time Disjoint Walks. COCOA (2018)
Jerome Thai, Chenyang Yuan, Alexandre M. Bayen
Resiliency of Mobility-as-a-Service Systems to Denial-of-Service Attacks. IEEE Trans. Control. Netw. Syst. 5 (1) (2018)
Jessica Lazarus, Juliette Ugirumurera, Stefanus Hinardi, Michael Zhao, Frank Shyu, Yexin Wang, Shuai Yao, Alexandre M. Bayen
A Decision Support System for Evaluating the Impacts of Routing Applications on Urban Mobility. ITSC (2018)
Alexander Keimer, Nicolas Laurent-Brouty, Farhad Farokhi, Hippolyte Signargout, Vladimir Cvetkovic, Alexandre M. Bayen, Karl Henrik Johansson
Information Patterns in the Modeling and Design of Mobility Management Services. Proc. IEEE 106 (4) (2018)
Kevin Weekly, Ming Jin, Han Zou, Christopher Hsu, Chris Soyza, Alexandre M. Bayen, Costas J. Spanos
Building-in-Briefcase: A Rapidly-Deployable Environmental Sensor Suite for the Smart Building. Sensors 18 (5) (2018)
Juliette Ugirumurera, Gabriel Gomes, Emily Porter, Xiaoye S. Li, Alexandre M. Bayen
A Unified Software Framework to Enable Solution of Traffic Assignment Problems at Extreme Scale. ITSC (2018)
Abdul Rahman Kreidieh, Cathy Wu, Alexandre M. Bayen
Dissipating stop-and-go waves in closed and open networks via deep reinforcement learning. ITSC (2018)
Eugene Vinitsky, Kanaad Parvate, Aboudy Kreidieh, Cathy Wu, Alexandre M. Bayen
Lagrangian Control through Deep-RL: Applications to Bottleneck Decongestion. ITSC (2018)
Francois Belletti, Daniel Haziza, Gabriel Gomes, Alexandre M. Bayen
Expert Level Control of Ramp Metering Based on Multi-Task Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 19 (4) (2018)
Leah Anderson, Thomas Pumir, Dimitrios Triantafyllos, Alexandre M. Bayen
Stability and implementation of a cycle-based max pressure controller for signalized traffic networks. Networks Heterog. Media 13 (2) (2018)
Ming Jin, Nikolaos Bekiaris-Liberis, Kevin Weekly, Costas J. Spanos, Alexandre M. Bayen
Occupancy Detection via Environmental Sensing. IEEE Trans Autom. Sci. Eng. 15 (2) (2018)
Samitha Samaranayake, Walid Krichene, Jack Reilly, Maria Laura Delle Monache, Paola Goatin, Alexandre M. Bayen
Discrete-Time System Optimal Dynamic Traffic Assignment (SO-DTA) with Partial Control for Physical Queuing Networks. Transp. Sci. 52 (4) (2018)
Walid Krichene, Mohamed Chedhli Bourguiba, Kiet Lam, Alexandre M. Bayen
On Learning How Players Learn: Estimation of Learning Dynamics in the Routing Game. ACM Trans. Cyber Phys. Syst. 2 (1) (2018)
Walid Krichene, Milena Suarez Castillo, Alexandre M. Bayen
On Social Optimal Routing Under Selfish Learning. IEEE Trans. Control. Netw. Syst. 5 (1) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alexandre M. Bayen