A. Bayen

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

Alexandre M. Bayen, Pieter Abbeel, Sham M. Kakade, 2018, ICLR.

Adaptive Averaging in Accelerated Descent Dynamics

Alexandre M. Bayen, Peter L. Bartlett, Walid Krichene, 2016, NIPS.

Accelerated Mirror Descent in Continuous and Discrete Time

Alexandre M. Bayen, Peter L. Bartlett, Walid Krichene, 2015, NIPS.

Scaling the mobile millennium system in the cloud

Alexandre M. Bayen, Pieter Abbeel, Michael J. Franklin, 2011, SoCC.

A traffic model for velocity data assimilation

A. Bayen, B. Piccoli, D. Work, 2010 .

Path and travel time inference from GPS probe vehicle data

P. Abbeel, A. Bayen, Timothy Hunter, 2009 .

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

Alexandre M. Bayen, Eugene Vinitsky, Aboudy Kreidieh, 2017, ArXiv.

A time-dependent Hamilton-Jacobi formulation of reachable sets for continuous dynamic games

Alexandre M. Bayen, Ian M. Mitchell, Claire J. Tomlin, 2005, IEEE Transactions on Automatic Control.

Sensing by Proxy : Occupancy Detection Based on Indoor CO 2 Concentration

Ming Jin, C. Spanos, A. Bayen, 2015 .

Benchmarks for reinforcement learning in mixed-autonomy traffic

Alexandre M. Bayen, Fangyu Wu, Richard Liaw, 2018, CoRL.

Computing the log-determinant of symmetric, diagonally dominant matrices in near-linear time pdf

Alexandre M. Bayen, Ahmed El Alaoui, Timothy Hunter, 2014, ArXiv.

Traffic state estimation on highway: A comprehensive survey

Alexandre M. Bayen, Yasuo Asakura, Takahiko Kusakabe, 2017, Annu. Rev. Control..

Traffic Flow Estimation Using Higher-Order Speed Statistics

A. Bayen, Sebastien Blandin, Edouard Bulteau, 2013 .

On sequential data assimilation for scalar macroscopic traffic flow models

A. Bayen, D. Work, Sebastien Blandin, 2012 .

Guaranteed bounds for traffic flow parameters estimation using mixed Lagrangian-Eulerian sensing

A. Bayen, C. Claudel, 2008, 2008 46th Annual Allerton Conference on Communication, Control, and Computing.

Individual speed variance in traffic flow: analysis of Bay Area radar measurements

A. Bayen, Sebastien Blandin, A. Salam, 2012 .

Analytical and grid-free solutions to the Lighthill-Whitham-Richards traffic flow model

Ahmad H. Dehwah, A. Bayen, C. Claudel, 2011 .

Multiple aircraft deconflicted path planning with weather avoidance constraints

Ian M. Mitchell, S. Sastry, A. Bayen, 2007 .

Reduction in Fall Rate in Dementia Managed Care Through Video Incident Review: Pilot Study

A. Bayen, Pulkit Agrawal, É. Bayen, 2017, Journal of medical Internet research.

Mobile Century Using GPS Mobile Phones as Traffic Sensors : A Field Experiment

M. Ganesh Kumar, David W. Sutter, A. Bayen, 2008 .

Improving Disruption Management With Multimodal Collaborative Decision-Making: A Case Study of the Asiana Crash and Lessons Learned

Alexandre M. Bayen, Eric Feron, Mark Hansen, 2016, IEEE Transactions on Intelligent Transportation Systems.

Multimodality in a Metroplex Environment: A case study in the San Francisco Bay Area

A. Bayen, E. Feron, A. Marzuoli, 2015 .

Computational Control of Networks of Dynamical Systems: Application to the National Airspace System

A. Bayen, 2003 .

Flatness-based control of open-channel flow in an irrigation canal using SCADA [Applications of Control]

T. Rabbani, S. Munier, D. Dorchies, 2009, IEEE Control Systems.

Random projection design for scalable implicit smoothing of randomly observed stochastic processes

Alexandre M. Bayen, Joseph Gonzalez, Francois Belletti, 2017, AISTATS.

Scalable Linear Causal Inference for Irregularly Sampled Time Series with Long Range Dependencies pdf

Alexandre M. Bayen, Joseph Gonzalez, Michael J. Franklin, 2016, ArXiv.

The Path Inference Filter: Model-Based Low-Latency Map Matching of Probe Vehicle Data

Alexandre M. Bayen, Pieter Abbeel, Timothy Hunter, 2011, IEEE Transactions on Intelligent Transportation Systems.

The Path Inference Filter: Model-Based Low-Latency Map Matching of Probe Vehicle Data

Alexandre M. Bayen, Pieter Abbeel, Timothy Hunter, 2014, WAFR.

Estimating arterial traffic conditions using sparse probe data

Alexandre M. Bayen, Pieter Abbeel, Aude Hofleitner, 2010, 13th International IEEE Conference on Intelligent Transportation Systems.

A Distributed Highway Velocity Model for Traffic State Reconstruction

A. Bayen, B. Piccoli, D. Work, 2009 .

Arriving on time: estimating travel time distributions on large-scale road networks pdf

Alexandre M. Bayen, Pieter Abbeel, Anastasios Kouvelas, 2013, ArXiv.

Author ' s personal copy Arterial travel time forecast with streaming data : A hybrid approach of flow modeling and machine learning

A. Bayen, R. Herring, A. Hofleitner, 2012 .

Large Scale Estimation in Cyberphysical Systems using Streaming Data: a Case Study with Smartphone Traces pdf

Alexandre M. Bayen, Pieter Abbeel, Matei Zaharia, 2012, ArXiv.

Probability Distributions of Travel Times on Arterial Networks: Traffic Flow and Horizontal Queuing Theory Approach

A. Bayen, R. Herring, A. Hofleitner, 2012 .

The Path Inference Filter: Model-Based Low-Latency Map Matching of Probe Vehicle Data

Alexandre M. Bayen, Pieter Abbeel, Timothy Hunter, 2011, IEEE transactions on intelligent transportation systems (Print).

Large-Scale Online Expectation Maximization with Spark Streaming

P. Abbeel, M. Zaharia, A. Bayen, 2012 .

Embarrassingly Parallel Time Series Analysis for Large Scale Weak Memory Systems pdf

Alexandre M. Bayen, Michael J. Franklin, Francois Belletti, 2015, ArXiv.

Mobile Millennium Stockholm

A. Bayen, Olli-Pekka Tossavainen, Andreas Allström, 2011 .

Optimal Sensor Placement for Freeway Travel Time Estimation

Alexandre M. Bayen, Xuegang Ban, Ryan Herring, 2009 .

Using Mobile Phones to Forecast Arterial Traffic through Statistical Learning

Alexandre M. Bayen, Saurabh Amin, Pieter Abbeel, 2010 .

A Tractable Class of Algorithms for Reliable Routing in Stochastic Networks

Sebastien Blandin, Samitha Samaranayake, Alexandre M. Bayen, 2011 .

Automatic inference of map attributes from mobile data

Alexandre M. Bayen, Jean-Patrick Lebacque, Etienne Côme, 2012, 2012 15th International IEEE Conference on Intelligent Transportation Systems.

This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 1 Learning the Dynamics of Arterial Traffic From Probe

Alexandre M. Bayen, Pieter Abbeel, Aude Hofleitner, 2022 .

Arterial travel time forecast with streaming data: A hybrid approach of flow modeling and machine learning

Alexandre M. Bayen, Aude Hofleitner, Ryan Herring, 2012 .

Three-Stream Model for Arterial Traffic

A. Bayen, A. Hofleitner, Constant Bails, 2012 .

Optimal decomposition of travel times measured by probe vehicles using a statistical traffic flow model

Alexandre M. Bayen, Aude Hofleitner, A. Bayen, 2011, 2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC).

Minimal error certificates for detection of faulty sensors using convex optimization

A. Bayen, C. Claudel, Matthieu Nahoum, 2009, 2009 47th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

Virtual trip lines for distributed privacy-preserving traffic monitoring

Alexandre M. Bayen, Quinn Jacobson, Marco Gruteser, 2008, MobiSys '08.

Delay Pattern Estimation for Signalized Intersections Using Sampled Travel Times

Alexandre M. Bayen, Xuegang Ban, Ryan Herring, 2009 .

An ensemble Kalman filtering approach to highway traffic estimation using GPS enabled mobile devices

Alexandre M. Bayen, Daniel B. Work, Olli-Pekka Tossavainen, 2008, 2008 47th IEEE Conference on Decision and Control.

Weak formulation of boundary conditions for scalar conservation laws: an application to highway traffic modelling

Issam S. Strub, A. Bayen, I. Strub, 2006 .

Cyber Security of Water SCADA Systems—Part I: Analysis and Experimentation of Stealthy Deception Attacks

Xavier Litrico, Alexandre M. Bayen, S. Shankar Sastry, 2013, IEEE Transactions on Control Systems Technology.

On the characterization and computation of Nash equilibria on parallel networks with horizontal queues

Alexandre M. Bayen, Saurabh Amin, Walid Krichene, 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

Information Patterns in the Modeling and Design of Mobility Management Services

Alexandre M. Bayen, Karl H. Johansson, Farhad Farokhi, 2017, Proceedings of the IEEE.

Feed-Forward Control of Open Channel Flow Using Differential Flatness

Xavier Litrico, Alexandre M. Bayen, Florent Di Meglio, 2010, IEEE Transactions on Control Systems Technology.

Negative externalities of GPS-enabled routing applications: A game theoretical approach

Alexandre M. Bayen, Jerome Thai, Nicolas Laurent-Brouty, 2016, 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC).

On Stability of Switched Linear Hyperbolic Conservation Laws with Reflecting Boundaries

Alexandre M. Bayen, Saurabh Amin, Falk M. Hante, 2008, HSCC.

Environmental sensing by wearable device for indoor activity and location estimation

Kevin Weekly, Ming Jin, Han Zou, 2014, IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society.

Discrete-Time System Optimal Dynamic Traffic Assignment (SO-DTA) with Partial Control for Physical Queuing Networks

Alexandre M. Bayen, Maria Laura Delle Monache, Walid Krichene, 2018, Transp. Sci..

Dirichlet Problems for some Hamilton--Jacobi Equations with Inequality Constraints

Jean-Pierre Aubin, Alexandre M. Bayen, Patrick Saint-Pierre, 2008, SIAM J. Control. Optim..

Discrete-time system optimal dynamic traffic assignment (SO-DTA) with partial control for horizontal queuing networks

Alexandre M. Bayen, Maria Laura Delle Monache, Walid Krichene, 2015, 2015 American Control Conference (ACC).

Modeling and Optimization Analysis of a Single-Flagellum Micro-Structure Through the Method of Regularized Stokeslets

Alexandre M. Bayen, Edgar J. Lobaton, A. Bayen, 2009, IEEE Transactions on Control Systems Technology.

Learning the dependency structure of highway networks for traffic forecast

Alexandre M. Bayen, Sebastien Blandin, Samitha Samaranayake, 2011, IEEE Conference on Decision and Control and European Control Conference.

Minimizing Regret on Reflexive Banach Spaces and Learning Nash Equilibria in Continuous Zero-Sum Games pdf

Alexandre M. Bayen, Claire J. Tomlin, Walid Krichene, 2016, ArXiv.

Comparison of the performance of four Eulerian network flow models for strategic air traffic management

Alexandre M. Bayen, Dengfeng Sun, Issam S. Strub, 2007, Networks Heterog. Media.

Multicommodity Eulerian-Lagrangian Large-Capacity Cell Transmission Model for En Route Traffic

A. Bayen, Dengfeng Sun, 2008 .

Road Usage Charging (RUC)

Alexandre M. Bayen, Susan Shaheen, Teddy Forscher, 2018 .

Kalman filter based estimation of flow states in open channels using Lagrangian sensing

Alexandre M. Bayen, Qingfang Wu, Mohammad Rafiee, 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

Structural Analysis of Specific Environmental Traffic Assignment Problems

Alexandre M. Bayen, Alexander Keimer, Aziz Khiyami, 2018, 2018 21st International Conference on Intelligent Transportation Systems (ITSC).

Guaranteed Overapproximations of Unsafe Sets for Continuous and Hybrid Systems: Solving the Hamilton-Jacobi Equation Using Viability Techniques

Alexandre M. Bayen, Claire J. Tomlin, Eva Crück, 2002, HSCC.

Solving the Dynamic User Equilibrium Problem Via Sequential Convex Optimization for Parallel Horizontal Queuing Networks

Alexandre M. Bayen, Samitha Samaranayake, Jean-Baptiste Lespiau, 2015 .

Data reconciliation of an open channel flow network using modal decomposition

Xavier Litrico, Alexandre M. Bayen, Qingfang Wu, 2008, 2008 47th IEEE Conference on Decision and Control.

Open Channel Flow Estimation and Data Reconciliation using Modal Decomposition

A. Bayen, X. Litrico, Qingfang Wu, 2008 .

Indoor Occupant Positioning System Using Active RFID Deployment and Particle Filters

Kevin Weekly, Han Zou, Alexandre M. Bayen, 2014, 2014 IEEE International Conference on Distributed Computing in Sensor Systems.

iShake: Using Personal Devices to Deliver Rapid Semi- Qualitative Earthquake Shaking Information

A. Bayen, S. Dashti, S. Glaser, 2011 .

Lax–Hopf Based Incorporation of Internal Boundary Conditions Into Hamilton–Jacobi Equation. Part I: Theory

Alexandre M. Bayen, Christian G. Claudel, A. Bayen, 2010, IEEE Transactions on Automatic Control.

LEARNING AND ESTIMATION APPLICATIONS OF AN ONLINE HOMOTOPY ALGORITHM FOR A GENERALIZATION OF THE LASSO

L. Ghaoui, A. Bayen, T. Rabbani, 2013 .

Assessment of Uncertainty Propagation in the Dynamic Response of Single-Degree-of-Freedom Structures Using Reachability Analysis

A. Bayen, B. Stojadinović, A. Scacchioli, 2014 .

Mobile Transit Trip Planning with Real-Time Data

A. Bayen, D. Work, R. Sengupta, 2011 .

Modeling, Estimation and Control of Distributed Parameter Systems: Application to Transportation Networks

A. Bayen, Sebastien Blandin, 2012 .

Arterial Traffic Flow Prediction: A Deep Learning Approach with Embedded Signal Phasing Information

A. Bayen, Qijian Gan, Victor Chan, 2020 .

Lagrangian Control through Deep-RL: Applications to Bottleneck Decongestion

Alexandre M. Bayen, Eugene Vinitsky, Aboudy Kreidieh, 2018, 2018 21st International Conference on Intelligent Transportation Systems (ITSC).

Flatness-Based Control of Open-Channel Flow in an Irrigation Canal Using SCADA

A. Bayen, X. Litrico, P. Malaterre, 2009 .

Combined state-parameter estimation for shallow water equations

Alexandre M. Bayen, Andrew Tinka, Mohammad Rafiee, 2011, Proceedings of the 2011 American Control Conference.

Real–time Estimation of Distributed Parameters Systems: Application to Traffic Monitoring

P. Abbeel, A. Bayen, D. Work, 2022 .

Linear and quadratic programming formulations of data assimilation or data reconciliation problems for a class of Hamilton-Jacobi equations

A. Bayen, C. Claudel, 2010, Proceedings of the 2010 American Control Conference.

Kalman Filter Based Estimation of Flow States in Open Channels

A. Bayen, Qingfang Wu, M. Rafiee, 2009 .

for multiple applications Design of a network of robotic Lagrangian sensors for shallow water environments with case studies

A. Bayen, A. Tinka, P. Wright, 2013 .

Large scale estimation of arterial traffic and structural analysis of traffic patterns using probe vehicles

Alexandre M. Bayen, Fabien Moutarde, Arnaud de La Fortelle, 2012 .

Reinforcement Learning vs. Backstepping Control of Stop-and-Go Traffic

M. Krstić, A. Bayen, Huan Yu, 2019, 1904.12957.

International Symposium on Transportation and Tra ffi c Theory , ISTTT 21 2015 , 5-7 August 2015 , Kobe , Japan Cellpath : fusion of cellular and tra ffi c sensor data for route flow estimation via convex optimization

Cathy Wu, A. Bayen, Jérôme Thai, 2015 .

Lagrangian Delay Predictive Model for Sector-Based Air Traffic Flow

Alexandre M. Bayen, Claire J. Tomlin, George Meyer, 2005 .

Long‐term digital device‐enabled monitoring of functional status: Implications for management of persons with Alzheimer's disease

A. Bayen, B. Miller, A. K. Schenk, 2020, Alzheimer's & dementia.

Computation and control of solutions to the Burgers equation using viability theory

J. Aubin, A. Bayen, P. Saint-Pierre, 2005, Proceedings of the 2005, American Control Conference, 2005..

Extended, continuous measures of functional status in community dwelling persons with Alzheimer’s and related dementia: Infrastructure, performance, tradeoffs, preliminary data, and promise

A. Bayen, B. Miller, A. K. Schenk, 2017, Journal of Neuroscience Methods.

Computational Tools for the Verification of Hybrid Systems

Stephen P. Boyd, Alexandre M. Bayen, Ian M. Mitchell, 2003 .

From LOS to VMT, VHT, and Beyond through Data Fusion: Application to Integrated

A. Bayen, G. Gomes, 2018 .

Transportation 2016 From LOS to VMT , VHT and Beyond Through Data Fusion : Application to Integrate Corridor Management Final Report UCCONNECT-2016-TO 022-65 A 0529

A. Bayen, 2016 .

MILP formulation and polynomial time algorithm for an aircraft scheduling problem

Alexandre M. Bayen, Claire J. Tomlin, Yinyu Ye, 2003, 42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475).

Evaluation of Horizontal and Vertical Queueing Models in Relation to Observed Trajectory Data in a Signalized Urban Traffic Network

A. Bayen, G. Gomes, Leah Anderson, 2015 .

Stackelberg Routing on Horizontal Queueing Networks

A. Bayen, Walid Krichene, Saurabh Amin, 2012 .

Computational Techniques for the Verification and Control of Hybrid Systems

Alexandre M. Bayen, Ian M. Mitchell, Claire J. Tomlin, 2005 .

Intelligent Transportation Systems and Infrastructure A Series of Briefs for Smart Investments

A. Bayen, Shankar Shastry, 2017 .

A Differential Game Formulation of Alert Levels in ETMS Data for High Altitude Traffic

Alexandre M. Bayen, Claire J. Tomlin, Shriram Santhanam, 2003 .

The impact of GPS-enabled shortest path routing on mobility 1 The impact of GPS-enabled shortest path routing on mobility : 1 a game theoretic approach 2 3

A. Bayen, Théophile Cabannes, A. Sundt, 2017 .

Boundary-Value Problems for Ordinary Differential Equations (ODEs)

Alexandre M. Bayen, Qingkai Kong, Timmy Siauw, 2021 .

Ordinary Differential Equations (ODEs) Initial-Value Problems

Alexandre M. Bayen, Qingkai Kong, Timmy Siauw, 2021 .

Unified Automatic Control of Vehicular Systems With Reinforcement Learning

Abdul Rahman Kreidieh, Cathy Wu, A. Bayen, 2022, IEEE Transactions on Automation Science and Engineering.

Resiliency of Mobility-asa-Service Systems to Denial-of-Service Attacks

A. Bayen, Jérôme Thai, Chenyang Yuan, 2016 .

Dynamic Estimation of OD Matrices for Freeways and Arterials

Alexandre M. Bayen, Saurabh Amin, Yafeng Yin, 2007 .

Reinforcement Learning Versus PDE Backstepping and PI Control for Congested Freeway Traffic

M. Krstić, A. Bayen, Huan Yu, 2022, IEEE Transactions on Control Systems Technology.

Modeling Multilane Traffic with Moving Obstacles by Nonlocal Balance Laws

A. Bayen, J. Friedrich, A. Keimer, 2022, SIAM J. Appl. Dyn. Syst..

The Surprising Effectiveness of MAPPO in Cooperative, Multi-Agent Games

A. Bayen, Akash Velu, Eugene Vinitsky, 2021, ArXiv.

Privacy-preserving aaS fleet anage ent

A. Bayen, Francois Belletti, N. Belletti, 2012 .

Credit-Based Congestion Pricing: Equilibrium Properties and Optimal Scheme Design

A. Bayen, M. Pavone, Devansh Jalota, 2022, ArXiv.

A Hierarchical MPC Approach to Car-Following via Linearly Constrained Quadratic Programming

A. Bayen, Fangyu Wu, 2022, IEEE Control Systems Letters.

Learning energy-efficient driving behaviors by imitating experts

Abdul Rahman Kreidieh, A. Bayen, Zhe Fu, 2022, 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC).

A rigorous multi-population multi-lane hybrid traffic model for dissipation of waves via autonomous vehicles

Sean T. McQuade, A. Bayen, B. Piccoli, 2022, The European Physical Journal Special Topics.

Composing MPC With LQR and Neural Network for Amortized Efficiency and Stable Control

A. Bayen, Guanhua Wang, Fangyu Wu, 2021, IEEE Transactions on Automation Science and Engineering.

A Proof of Kirchhoff's First Law for Hyperbolic Conservation Laws on Networks

A. Bayen, A. Keimer, Nils Muller, 2022, 2211.13730.

Learning Generalizable Multi-Lane Mixed-Autonomy Behaviors in Single Lane Representations of Traffic pdf

Alexandre Bayen, Abdul Rahman Kreidieh, Samyak Parajuli, 2021, AAMAS.

The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games pdf

Yu Wang, Alexandre Bayen, Eugene Vinitsky, 2021, NeurIPS.

Feed-Forward Control of Open Channel Flow Using

Xavier Litrico, Alexandre M. Bayen, Tarek Rabbani, 2009 .

Distributed Optimization for Shared State Systems: Applications to Decentralized Freeway Control via Subnetwork Splitting

Alexandre M. Bayen, Jack Reilly, A. Bayen, 2015, IEEE Transactions on Intelligent Transportation Systems.

How Much GPS Data Do We Need

Alexandre M. Bayen, Matthew Wright, Matthew A. Wright, 2015 .

Precomputation techniques for the stochastic on-time arrival problem

Alexandre M. Bayen, Samitha Samaranayake, Guillaume Sabran, 2014, ALENEX.

Large-Scale Estimation in Cyberphysical Systems Using Streaming Data: A Case Study With Arterial Traffic Estimation

Alexandre M. Bayen, Pieter Abbeel, Matei Zaharia, 2013, IEEE Transactions on Automation Science and Engineering.

Occupancy Detection via Environmental Sensing

Kevin Weekly, Ming Jin, Alexandre M. Bayen, 2018, IEEE Transactions on Automation Science and Engineering.

The Benefits of Carpooling

Susan Shaheen, Alexandre M. Bayen, Adam Mcrp Cohen, 2018 .

Reduction of Time on the Ground Related to Real-Time Video Detection of Falls in Memory Care Facilities: Observational Study

A. Bayen, Pulkit Agrawal, Raghav Subramaniam, 2021, Journal of medical Internet research.

Integrated Offline and Online Optimization-Based Control in a Base-Parallel Architecture pdf

Bart De Schutter, Alexandre M. Bayen, Gabriel Gomes, 2019, ArXiv.

Functional magnetic resonance imaging characterization of CCK-4-induced panic attack and subsequent anticipatory anxiety

Christian G. Claudel, Alexandre M. Bayen, Yann Hodé, 2006, NeuroImage.

BISTRO: Berkeley Integrated System for Transportation Optimization

Alexandre M. Bayen, Colin J. R. Sheppard, Abhishek Gupta, 2019, ArXiv.

Learnability of edge cost functions in routing games

Alexandre M. Bayen, Jerome Thai, A. Bayen, 2017, 2017 IEEE 56th Annual Conference on Decision and Control (CDC).

Expert Level Control of Ramp Metering Based on Multi-Task Deep Reinforcement Learning

Alexandre M. Bayen, Francois Belletti, Gabriel Gomes, 2017, IEEE Transactions on Intelligent Transportation Systems.

Routing on Traffic Networks Incorporating Past Memory up to Real-Time Information on the Network State

Alexandre M. Bayen, Alexander Keimer, A. Bayen, 2020, Annu. Rev. Control. Robotics Auton. Syst..

Regularity and Lyapunov Stabilization of Weak Entropy Solutions to Scalar Conservation Laws

Xavier Litrico, Alexandre M. Bayen, Maria Laura Delle Monache, 2017, IEEE Transactions on Automatic Control.

Viability Theory: New Directions

Jean-Pierre Aubin, Alexandre M. Bayen, Patrick Saint-Pierre, 2011 .

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

Alexandre M. Bayen, Eugene Vinitsky, Aboudy Kreidieh, 2017, 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC).

Efficient Bregman projections onto the simplex

Alexandre M. Bayen, Walid Krichene, Syrine Krichene, 2015, 2015 54th IEEE Conference on Decision and Control (CDC).

VERIFICATION OF HYBRID SYSTEMS

Alexandre M. Bayen, Ian M. Mitchell, Meeko M. K. Oishi, 2004 .

Computational techniques for the verification of hybrid systems

Alexandre M. Bayen, Ian M. Mitchell, Meeko M. K. Oishi, 2003, Proc. IEEE.

Understanding Road Usage Patterns in Urban Areas

Alexandre M. Bayen, Pu Wang, Katja Schechtner, 2012, Scientific Reports.

Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design pdf

Natasha Jaques, Stuart J. Russell, Andrew Critch, 2020, NeurIPS.

Limitations and Improvements of the Intelligent Driver Model (IDM)

Sean T. McQuade, A. Bayen, B. Piccoli, 2021, SIAM J. Appl. Dyn. Syst..

Modeling and Optimization Analysis of Single Flagellum Bacterial Motion

E. Lobaton, A. Bayen, A. Bayen, 2007, 2007 American Control Conference.

Adjoint-based control of a new eulerian network model of air traffic flow

Alexandre M. Bayen, Claire J. Tomlin, Robin L. Raffard, 2006, IEEE Transactions on Control Systems Technology.

Adjoint-based constrained control of Eulerian transportation networks: application to air traffic control

R.L. Raffard, C.J. Tomlin, A.M. Bayen, 2004, Proceedings of the 2004 American Control Conference.

Evaluation of traffic data obtained via GPS-enabled mobile phones: The Mobile Century field experiment

Alexandre M. Bayen, Quinn Jacobson, Juan Carlos Barbosa Herrera, 2009 .

Mobile Phones as Seismologic Sensors: Automating Data Extraction for the iShake System

Alexandre M. Bayen, Mari Ervasti, Jonathan D. Bray, 2013, IEEE Transactions on Automation Science and Engineering.

Flow: A Modular Learning Framework for Mixed Autonomy Traffic

Alexandre M. Bayen, Eugene Vinitsky, Kanaad Parvate, 2017, IEEE Transactions on Robotics.

Zero-Shot Autonomous Vehicle Policy Transfer: From Simulation to Real-World via Adversarial Learning

Alexandre M. Bayen, Behdad Chalaki, Logan E. Beaver, 2019, 2020 IEEE 16th International Conference on Control & Automation (ICCA).

Creating complex congestion patterns via multi-objective optimal freeway traffic control with application to cyber-security

Alexandre M. Bayen, Mathias Payer, Jack Reilly, 2016 .

Spoofing cyber attack detection in probe-based traffic monitoring systems using mixed integer linear programming

Alexandre M. Bayen, Christian G. Claudel, Edward S. Canepa, 2013, 2013 International Conference on Computing, Networking and Communications (ICNC).

A Class of Perturbed Cell-Transmission Models to Account for Traffic Variability

Alexandre M. Bayen, Benedetto Piccoli, Daniel B. Work, 2010 .

Guaranteed bounds on highway travel times using probe and fixed data

Alexandre M. Bayen, Christian G. Claudel, Aude Hofleitner, 2009 .

Phase transition model of non-stationary traffic flow: Definition, properties and solution method

Daniel B. Work, Sébastien Blandin, Alexandre M. Bayen, 2013 .

A diffusion approximation to a single airport queue

Alexandre M. Bayen, David J. Lovell, Kleoniki Vlachou, 2013 .

Prediction of traffic convective instability with spectral analysis of the Aw-Rascle-Zhang model

Xavier Litrico, Alexandre M. Bayen, Francois Belletti, 2015 .

A mathematical framework for delay analysis in single source networks

Alexandre M. Bayen, Samitha Samaranayake, Axel Parmentier, 2015, 2015 American Control Conference (ACC).

Solutions to Estimation Problems for Scalar Hamilton–Jacobi Equations Using Linear Programming

Alexandre M. Bayen, Christian G. Claudel, Timothee Chamoin, 2014, IEEE Transactions on Control Systems Technology.

Probabilistic formulation of estimation problems for a class of Hamilton-Jacobi equations

Alexandre M. Bayen, Christian G. Claudel, Aude Hofleitner, 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

A General Phase Transition Model for Vehicular Traffic

Alexandre M. Bayen, Benedetto Piccoli, Daniel B. Work, 2011, SIAM J. Appl. Math..

Dirichlet problems for some Hamilton-Jacobi equations with inequality constraints

Jean-Pierre Aubin, Alexandre M. Bayen, Patrick Saint-Pierre, 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

Solutions to Switched Hamilton-Jacobi Equations and Conservation Laws Using Hybrid Components

Alexandre M. Bayen, Christian G. Claudel, A. Bayen, 2008, HSCC.

A unified software framework for solving traffic assignment problems pdf

Alexandre M. Bayen, Xiaoye S. Li, Emily Porter, 2018, ArXiv.

Nonlinear Local Stabilization of a Viscous Hamilton-Jacobi PDE

Alexandre M. Bayen, Nikolaos Bekiaris-Liberis, A. Bayen, 2014, IEEE Transactions on Automatic Control.

Nonlinear stabilization of a viscous Hamilton-Jacobi PDE

A. Bayen, N. Bekiaris-Liberis, 2014, 53rd IEEE Conference on Decision and Control.

Reconstruction of boundary conditions from internal conditions using viability theory

Alexandre M. Bayen, Christian G. Claudel, Aude Hofleitner, 2012, 2012 American Control Conference (ACC).

Computation of solutions to the Moskowitz Hamilton-Jacobi-Bellman equation under viability constraints

Alexandre M. Bayen, Christian G. Claudel, Patrick Saint-Pierre, 2007, 2007 46th IEEE Conference on Decision and Control.

Inverse estimation of open boundary conditions in tidal channels

Alexandre M. Bayen, Issam S. Strub, Mark T. Stacey, 2009 .

Traffic state estimation method with efficient data fusion based on the Aw-Rascle-Zhang model

Alexandre M. Bayen, Toru Seo, A. Bayen, 2017, 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC).

Invariance-Preserving Abstractions of Hybrid Systems: Application to User Interface Design

Alexandre M. Bayen, Ian M. Mitchell, Meeko M. K. Oishi, 2008, IEEE Transactions on Control Systems Technology.

Validating a Hamilton-Jacobi Approximation to Hybrid System Reachable Sets

Alexandre M. Bayen, Ian M. Mitchell, Claire J. Tomlin, 2001, HSCC.

ResiliNet: Failure-Resilient Inference in Distributed Neural Networks

Alexandre M. Bayen, Guanhua Wang, Jason P. Jue, 2020 .

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud

Alexandre M. Bayen, Jason P. Jue, Aboudy Kreidieh, 2019, Proceedings of the First International Workshop on Challenges in Artificial Intelligence and Machine Learning for Internet of Things.

Aircraft Autolander Safety Analysis Through Optimal Control-Based Reach Set Computation

Alexandre M. Bayen, Ian M. Mitchell, Claire J. Tomlin, 2007 .

An Equitable and Integrated Approach to Paying for Roads in a Time of Rapid Change

A. Bayen, S. Shaheen, Jessica R. Lazarus, 2019 .

PDE Traffic Observer Validated on Freeway Data

Miroslav Krstic, Qijian Gan, Huan Yu, 2019, IEEE Transactions on Control Systems Technology.

Boundary Observer for Congested Freeway Traffic State Estimation via Aw-Rascle-Zhang model

Miroslav Krstic, Alexandre M. Bayen, Huan Yu, 2019, IFAC-PapersOnLine.

Hybrid Approach for Short-Term Traffic State and Travel Time Prediction on Highways

Alexandre M. Bayen, Clas Rydergren, David Gundlegård, 2016 .

Emergent Behaviors in Mixed-Autonomy Traffic

Alexandre M. Bayen, Eugene Vinitsky, Aboudy Kreidieh, 2017, CoRL.

Solving N-player dynamic routing games with congestion: a mean field approach pdf

Alexandre M. Bayen, Eric Goubault, Olivier Pietquin, 2021, AAMAS.

To Pool or Not to Pool? Understanding opportunities, challenges, and equity considerations to expanding the market for pooling

A. Bayen, S. Shaheen, Jessica R. Lazarus, 2021, Transportation Research Part A: Policy and Practice.

Robust Reinforcement Learning using Adversarial Populations pdf

Pieter Abbeel, Yuqing Du, Alexandre Bayen, 2020, ArXiv.

Stabilizing Traffic with Autonomous Vehicles

Alexandre M. Bayen, Ankur Mehta, Cathy Wu, 2018, 2018 IEEE International Conference on Robotics and Automation (ICRA).

Flow: Deep Reinforcement Learning for Control in SUMO

Alexandre M. Bayen, Eugene Vinitsky, Aboudy Kreidieh, 2018 .

On the convergence of no-regret learning in selfish routing

Alexandre M. Bayen, Walid Krichene, Benjamin Drighès, 2014, ICML.

Optimizing Mixed Autonomy Traffic Flow With Decentralized Autonomous Vehicles and Multi-Agent RL pdf

Alexandre Bayen, Eugene Vinitsky, Kanaad Parvate, 2020, ArXiv.

On Training Robust Policies for Flow Smoothing

P. Abbeel, A. Bayen, Kanaad Parvate, 2020 .

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

Alexandre M. Bayen, Cathy Wu, Abdul Rahman Kreidieh, 2018, 2018 21st International Conference on Intelligent Transportation Systems (ITSC).

Simulation to scaled city: zero-shot policy transfer for traffic control via autonomous vehicles

Behdad Chalaki, Logan E. Beaver, Andreas A. Malikopoulos, 2018, ICCPS.

Flow: A Modular Learning Framework for Autonomy in Traffic.

Eugene Vinitsky, Cathy Wu, Aboudy Kreidieh, 2017 .

Hybrid verification of an interface for an automatic landing

Alexandre M. Bayen, Ian M. Mitchell, Claire J. Tomlin, 2002, Proceedings of the 41st IEEE Conference on Decision and Control, 2002..

On the approximability of Time Disjoint Walks

Alexandre Bayen, Jesse Goodman, Eugene Vinitsky, 2018, Journal of Combinatorial Optimization.

Viability-Based Computations of Solutions to the Hamilton-Jacobi-Bellman Equation

Alexandre M. Bayen, Christian G. Claudel, Patrick Saint-Pierre, 2007, HSCC.

The Impact of GPS-Enabled Shortest Path Routing on Mobility: A Game Theoretic Approach

Alexandre M. Bayen, Théophile Cabannes, Marco Antonio Sangiovanni Vincentelli, 2018 .

Stackelberg Routing on Parallel Transportation Networks

Alexandre M. Bayen, Saurabh Amin, Walid Krichene, 2017 .

Stackelberg Routing on Parallel Networks With Horizontal Queues

Alexandre M. Bayen, Saurabh Amin, Walid Krichene, 2012, IEEE Transactions on Automatic Control.

On Stackelberg routing on parallel networks with horizontal queues

Alexandre M. Bayen, Saurabh Amin, Walid Krichene, 2014, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

On the Characterization and Computation of Nash Equilibria in Horizontal Queueing Networks

Alexandre M. Bayen, Saurabh Amin, Walid Krichene, 2012 .

Longitudinal deep truck: Deep longitudinal model with application to sim2real deep reinforcement learning for heavy‐duty truck control in the field

A. Bayen, Fang-Chieh Chou, Saleh Albeaik, 2022, J. Field Robotics.

Deep truck cruise control

A. Bayen, Fang-Chieh Chou, Saleh Albeaik, 2022, Control Engineering Practice.

Deep Truck : A deep neural network model for longitudinal dynamics of heavy duty trucks

Alexandre M. Bayen, Xiao-Yun Lu, Fang-Chieh Chou, 2019, 2019 IEEE Intelligent Transportation Systems Conference (ITSC).

Regrets in Routing Networks

Alexandre M. Bayen, Marco Antonio Sangiovanni Vincentelli, Theophile Cabannes, 2019, ACM Trans. Spatial Algorithms Syst..

Lax–Hopf Based Incorporation of Internal Boundary Conditions Into Hamilton-Jacobi Equation. Part II: Computational Methods

Alexandre M. Bayen, Christian G. Claudel, A. Bayen, 2010, IEEE Transactions on Automatic Control.

Cyber Security of Water SCADA Systems—Part II: Attack Detection Using Enhanced Hydrodynamic Models

Xavier Litrico, Alexandre M. Bayen, S. Shankar Sastry, 2013, IEEE Transactions on Control Systems Technology.

An Introduction to MATLAB® Programming and Numerical Methods for Engineers

Alexandre M. Bayen, Timmy Siauw, A. Bayen, 2014 .

Inter-Level Cooperation in Hierarchical Reinforcement Learning

Abdul Rahman Kreidieh, A. Bayen, Samyak Parajuli, 2019, ArXiv.

Cellpath: Fusion of Cellular and Traffic Sensor Data for Route Flow Estimation via Convex Optimization

Alexandre M. Bayen, Alexei Pozdnoukhov, Steve Yadlowsky, 2015 .

Stealthy deception attacks on water SCADA systems

Xavier Litrico, Alexandre M. Bayen, S. Shankar Sastry, 2010, HSCC '10.

Parallel Network Flow Allocation in Repeated Routing Games via LQR Optimal Control pdf

Alexandre Bayen, Marsalis Gibson, Marsalis T. Gibson, 2021, ArXiv.

A decentralized scheduling algorithm for time synchronized channel hopping

Alexandre M. Bayen, Thomas Watteyne, Kristofer S. J. Pister, 2011, EAI Endorsed Trans. Mob. Commun. Appl..

The Lord of the Ring Road: A Review and Evaluation of Autonomous Control Policies for Traffic in a Ring Road

A. Bayen, Fang-Chieh Chou, A. R. Bagabaldo, 2022, ACM Trans. Cyber Phys. Syst..

State estimation in large‐scale open channel networks using sequential Monte Carlo methods: Optimal sampling importance resampling and implicit particle filters

Alexandre M. Bayen, Axel Barrau, Mohammad Rafiee, 2013 .

Privacy-preserving MaaS fleet management

A. Bayen, Francois Belletti, 2018, Transportation Research Part C: Emerging Technologies.

Sensitivity analysis and relaxation of the Static Traffic Assignment Problem with Capacity Constraints

Alexandre M. Bayen, Xu Rao, Théophile Cabannes, 2019, 2019 IEEE 58th Conference on Decision and Control (CDC).

Imputing a variational inequality function or a convex objective function: A robust approach

Alexandre M. Bayen, Jerome Thai, A. Bayen, 2018 .

On Learning How Players Learn: Estimation of Learning Dynamics in the Routing Game

Alexandre M. Bayen, Walid Krichene, Kiet Lam, 2016, 2016 ACM/IEEE 7th International Conference on Cyber-Physical Systems (ICCPS).

Convergence of heterogeneous distributed learning in stochastic routing games

Alexandre M. Bayen, Walid Krichene, Roy Dong, 2015, 2015 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton).

Approximate bilevel programming via pareto optimization for imputation and control of optimization and equilibrium models

Alexandre M. Bayen, Jerome Thai, Rim Hariss, 2015, 2015 European Control Conference (ECC).

Convergence of mirror descent dynamics in the routing game

Alexandre M. Bayen, Walid Krichene, Syrine Krichene, 2015, 2015 European Control Conference (ECC).

A multi-convex approach to latency inference and control in traffic equilibria from sparse data

Alexandre M. Bayen, Jerome Thai, Rim Hariss, 2015, 2015 American Control Conference (ACC).

Stability of Nash equilibria in the congestion game under Replicator dynamics

Alexandre M. Bayen, Walid Krichene, Benjamin Drighès, 2014, 53rd IEEE Conference on Decision and Control.

A Necessary and Sufficient Condition for the Existence of Potential Functions for Heterogeneous Routing Games pdf

Alexandre M. Bayen, Karl Henrik Johansson, Farhad Farokhi, 2013, ArXiv.

Quadratic Programming based data assimilation with passive drifting sensors for shallow water flows

Alexandre M. Bayen, Andrew Tinka, Issam S. Strub, 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

Inverse modeling for open boundary conditions in channel network

Alexandre M. Bayen, Andrew Tinka, Qingfang Wu, 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

Understanding Road Usage Patterns in Urban Areas Citation

Alexandre M. Bayen, Katja Schechtner, Marta C. González, 2012 .

Real‐Time Estimation of Pollution Emissions and Dispersion from Highway Traffic

Alexandre M. Bayen, Steven D. Glaser, Julien Monteil, 2014, Comput. Aided Civ. Infrastructure Eng..

Sensing by Proxy : Occupancy Detection Based on Indoor CO 2 Concentration

Ming Jin, C. Spanos, A. Bayen, 2015 .

Eulerian network model of air traffic flow in congested areas

R.L. Raffard, C.J. Tomlin, A.M. Bayen, 2004, Proceedings of the 2004 American Control Conference.

Differential privacy of populations in routing games

Alexandre M. Bayen, S. Shankar Sastry, Walid Krichene, 2015, 2015 54th IEEE Conference on Decision and Control (CDC).

Exponential Stability of Switched Linear Hyperbolic Initial-Boundary Value Problems

Alexandre M. Bayen, Saurabh Amin, Falk M. Hante, 2011, IEEE Transactions on Automatic Control.

State estimation and modeling error approach for 2‐D shallow water equations and Lagrangian measurements

Alexandre M. Bayen, Jari P. Kaipio, Olli-Pekka Tossavainen, 2011 .

Minimizing Regret on Reflexive Banach Spaces and Nash Equilibria in Continuous Zero-Sum Games

Alexandre M. Bayen, Claire J. Tomlin, Walid Krichene, 2016, NIPS.

On Social Optimal Routing Under Selfish Learning

Walid Krichene, Alexandre Bayen, Milena Suarez Castillo, 2018, IEEE Transactions on Control of Network Systems.

Online Learning of Nash Equilibria in Congestion Games

Alexandre M. Bayen, Walid Krichene, Benjamin Drighès, 2015, SIAM J. Control. Optim..

Inverse covariance estimation from data with missing values using the Concave-Convex Procedure

Alexandre M. Bayen, Claire J. Tomlin, Anayo K. Akametalu, 2014, 53rd IEEE Conference on Decision and Control.

Variational Lagrangian data assimilation in open channel networks

Kevin Weekly, Alexandre M. Bayen, Andrew Tinka, 2015 .

Incorporation of Lagrangian measurements in freeway traffic state estimation

Alexandre M. Bayen, Juan Carlos Barbosa Herrera, A. Bayen, 2010 .

Kernel regression for travel time estimation via convex optimization

Alexandre M. Bayen, Laurent El Ghaoui, Sebastien Blandin, 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

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

Alexandre M. Bayen, Randy H. Katz, Eric Horvitz, 2016, 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC).

State Estimation for the discretized LWR PDE using explicit polyhedral representations of the Godunov scheme

Alexandre M. Bayen, Jerome Thai, Boris Prodhomme, 2013, 2013 American Control Conference.

Cooperative Driving for Speed Harmonization in Mixed-Traffic Environments

Abdul Rahman Kreidieh, Jonathan W. Lee, A. Bayen, 2023, arXiv.org.

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

Alexandre M. Bayen, Cathy Wu, Alexei Pozdnukhov, 2020, IEEE Transactions on Intelligent Transportation Systems.

Filter comparison for estimation on discretized PDEs modeling traffic: Ensemble Kalman Filter and minimax filter

Alexandre M. Bayen, Sergiy Zhuk, Tigran T. Tchrakian, 2016, 2016 IEEE 55th Conference on Decision and Control (CDC).

Travel Time and Point Speed Fusion Based on a Macroscopic Traffic Model and Non-linear Filtering

Alexandre M. Bayen, David Gundlegård, Erik Bergfeldt, 2015, 2015 IEEE 18th International Conference on Intelligent Transportation Systems.

State Estimation for Polyhedral Hybrid Systems and Applications to the Godunov Scheme for Highway Traffic Estimation

Alexandre M. Bayen, Jerome Thai, A. Bayen, 2013, IEEE Transactions on Automatic Control.

Learning the Dynamics of Arterial Traffic From Probe Data Using a Dynamic Bayesian Network

P. Abbeel, A. Bayen, R. Herring, 2012 .

Enhancing Privacy and Accuracy in Probe Vehicle-Based Traffic Monitoring via Virtual Trip Lines

Alexandre M. Bayen, Quinn Jacobson, Marco Gruteser, 2012, IEEE Transactions on Mobile Computing.

Convex Formulations of Data Assimilation Problems for a Class of Hamilton-Jacobi Equations

Alexandre M. Bayen, Christian G. Claudel, A. Bayen, 2011, SIAM J. Control. Optim..

ICCPS '14: ACM/IEEE 5th International Conference on Cyber-Physical Systems (with CPS Week 2014)

Alexandre M. Bayen, Radu Stoleru, Michael Branicky, 2014, International Conference on Cyber-Physical Systems.

Longitudinal Deep Truck: Deep learning and deep reinforcement learning for modeling and control of longitudinal dynamics of heavy duty trucks pdf

Alexandre M. Bayen, Saleh Albeaik, Xiao-Yun Lu, 2021, ArXiv.

Deploying Traffic Smoothing Cruise Controllers Learned from Trajectory Data

A. Bayen, D. Work, Eugene Vinitsky, 2022, 2022 International Conference on Robotics and Automation (ICRA).

Integrated Framework of Vehicle Dynamics, Instabilities, Energy Models, and Sparse Flow Smoothing Controllers

Rabie A. Ramadan, Alexandre M. Bayen, Benjamin Seibold, 2021, Proceedings of the Workshop on Data-Driven and Intelligent Cyber-Physical Systems.

Composing MPC with LQR and Neural Networks for Efficient and Stable Control pdf

Alexandre Bayen, Siyuan Zhuang, Alexander Keimer, 2021, ArXiv.

A Control Theoretic Predictive Model for Sector-Based Air Traffic Flow

Alexandre M. Bayen, Claire J. Tomlin, Pascal Grieder, 2002 .

Network Congestion Alleviation Using Adjoint Hybrid Control: Application to Highways

Alexandre M. Bayen, Claire J. Tomlin, Robin L. Raffard, 2004, HSCC.

Real-time discrete control law synthesis for hybrid systems using MILP: application to congested airspace

Alexandre M. Bayen, Claire J. Tomlin, C. Tomlin, 2003, Proceedings of the 2003 American Control Conference, 2003..

Delay predictive models of the National Airspace System using hybrid control theory

Alexandre M. Bayen, Henny B. Sipma, Claire J. Tomlin, 2002, Proceedings of the 2002 American Control Conference (IEEE Cat. No.CH37301).

Evaluating the Reliability of Phones as Seismic Monitoring Instruments

Alexandre M. Bayen, Jonathan D. Bray, Shideh Dashti, 2014 .

A PDE-ODE Model for a Junction with Ramp Buffer

Alexandre M. Bayen, Maria Laura Delle Monache, Walid Krichene, 2014, SIAM J. Appl. Math..

Mobile Century: A Traffic Sensing Field Experiment Using GPS Mobile Phones

Alexandre M. Bayen, Anthony D. Patire, A. Bayen, 2010 .

iShake: mobile phones as seismic sensors -- user study findings

Alexandre M. Bayen, Mari Ervasti, Jonathan D. Bray, 2011, MUM.

Control Problems for Conservation Laws with Traffic Applications

A. Bayen, B. Piccoli, M. Garavello, 2022, Progress in Nonlinear Differential Equations and Their Applications.

Online Homotopy Algorithm for a Generalization of the LASSO

Alexandre M. Bayen, Laurent El Ghaoui, Aude Hofleitner, 2013, IEEE Transactions on Automatic Control.

Online least-squares estimation of time varying systems with sparse temporal evolution and application to traffic estimation

Alexandre M. Bayen, Laurent El Ghaoui, Aude Hofleitner, 2011, IEEE Conference on Decision and Control and European Control Conference.

Low-cost coarse airborne particulate matter sensing for indoor occupancy detection

Kevin Weekly, Alexandre M. Bayen, Costas J. Spanos, 2013, 2013 IEEE International Conference on Automation Science and Engineering (CASE).

Estimation of Performance Metrics at Signalized Intersections Using Loop Detector Data and Probe Travel Times

Qijian Gan, Alexandre Bayen, Gabriel Gomes, 2017, IEEE Transactions on Intelligent Transportation Systems.

From LOS to VMT, VHT and Beyond Through Data Fusion : Application to Integrate Corridor Management.

Alexandre M. Bayen, Qijian Gan, Gabriel Gomes, 2016 .

Building-in-Briefcase: A Rapidly-Deployable Environmental Sensor Suite for the Smart Building

Kevin Weekly, Ming Jin, Han Zou, 2018, Sensors.

Optimal network topology design in multi-agent systems for efficient average consensus

Alexandre M. Bayen, Mohammad Rafiee, A. Bayen, 2010, 49th IEEE Conference on Decision and Control (CDC).

Floating Sensor Networks for River Studies

Alexandre M. Bayen, Andrew Tinka, Mohammad Rafiee, 2013, IEEE Systems Journal.

Framework for control and deep reinforcement learning in traffic

Alexandre M. Bayen, Ankur Mehta, Eugene Vinitsky, 2017, 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC).

Integrated Target Tracking and Control for Automated Car-Following of Truck Platforms

A. Bayen, Fang-Chieh Chou, Xiao-Yun Lu, 2021, 2021 the 3rd International Conference On Intelligent Science And Technology (ICIST).

Adaptive Coordination Offsets for Signalized Arterial Intersections using Deep Reinforcement Learning

Keith Anshilo L. Diaz, A. Bayen, Qijian Gan, 2020, ArXiv.

Creating, Calibrating, and Validating Large-Scale Microscopic Traffic Simulation

A. Bayen, Théophile Cabannes, A. Jain, 2022 .

Boundary Controllability and Asymptotic Stabilization of a Nonlocal Traffic Flow Model

Alexandre M. Bayen, Jean-Michel Coron, Alexander Keimer, 2021, Vietnam Journal of Mathematics.

Boundary Controllability and Asymptotic Stabilization of a Nonlocal Traffic Flow Model

A. Bayen, J. Coron, Nicola De Nitti, 2021, Vietnam Journal of Mathematics.

Q UALITY OF H YBRID S IMULATION : A R EACHABILITY A NALYSIS A PPROACH

A. Bayen, B. Stojadinović, A. Scacchioli, 2007 .

Distributed optimal charging of electric vehicles for demand response and load shaping

Alexandre M. Bayen, Samveg Saxena, Francois Belletti, 2015, 2015 54th IEEE Conference on Decision and Control (CDC).

A Cooperative Distributed Approach to Multi-Agent Eulerian Network Control: Application to Air Traffic Management ∗

Alexandre M. Bayen, Claire J. Tomlin, Steven L. Waslander, 2005 .

Reduction of Time on the Ground Related to Real-Time Video Detection of Falls in Memory Care Facilities: Observational Study (Preprint)

A. Bayen, Pulkit Agrawal, Raghav Subramaniam, 2020 .

The Hedge Algorithm on a Continuum

Alexandre M. Bayen, Claire J. Tomlin, Walid Krichene, 2015, ICML.

Learning Nash Equilibria in Congestion Games pdf

Alexandre M. Bayen, Walid Krichene, Benjamin Drighès, 2014, ArXiv.

Stability analysis of linear hyperbolic systems with switching parameters and boundary conditions

Alexandre M. Bayen, Saurabh Amin, Falk M. Hante, 2008, 2008 47th IEEE Conference on Decision and Control.

State estimation in large-scale open channel networks using particle filters

Alexandre M. Bayen, Axel Barrau, Mohammad Rafiee, 2012, 2012 American Control Conference (ACC).

Hybrid Traffic Data Collection Roadmap: Objectives and Methods

Alexandre M. Bayen, A. Bayen, 2013 .

Multi-Adversarial Safety Analysis for Autonomous Vehicles

Alexandre Bayen, Gilbert Bahati, Marsalis Gibson, 2020, ArXiv.

BISTRO

Jonathan W. Lee, A. Bayen, R. Waraich, 2020, ACM Trans. Intell. Syst. Technol..

Well-posedness of networked scalar semilinear balance laws subject to nonlinear boundary control operators

Alexandre M. Bayen, Shu-Xia Tang, Alexander Keimer, 2019, 2019 IEEE 58th Conference on Decision and Control (CDC).

Time-Continuous Instantaneous and Past Memory Routing on Traffic Networks: A Mathematical Analysis on the Basis of the Link-Delay Model

Alexandre M. Bayen, Emily Porter, Alexander Keimer, 2019, SIAM J. Appl. Dyn. Syst..

Adjoint-Based Optimization on a Network of Discretized Scalar Conservation Laws with Applications to Coordinated Ramp Metering

A. Bayen, Walid Krichene, J. Reilly, 2015, J. Optim. Theory Appl..

Boundary stabilization of the inviscid Burgers equation using a Lyapunov method

Xavier Litrico, Alexandre M. Bayen, Sebastien Blandin, 2010, 49th IEEE Conference on Decision and Control (CDC).

Hamilton-Jacobi Formulation for State-Constrained Optimal Control and Zero-Sum Game Problems

Alexandre M. Bayen, Claire J. Tomlin, Donggun Lee, 2020, 2020 59th IEEE Conference on Decision and Control (CDC).

A construction procedure using characteristics for viscosity solutions of the Hamilton-Jacobi equation

Alexandre M. Bayen, Claire J. Tomlin, C. Tomlin, 2001, Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228).

On Cybersecurity of Freeway Control Systems: Analysis of Coordinated Ramp Metering Attacks

Alexandre M. Bayen, Mathias Payer, Jack Reilly, 2015 .

Autonomous river navigation using the Hamilton-Jacobi framework for underactuated vehicles

Kevin Weekly, Alexandre M. Bayen, Andrew Tinka, 2014, 2011 IEEE International Conference on Robotics and Automation.

Autonomous River Navigation Using the Hamilton–Jacobi Framework for Underactuated Vehicles

Kevin Weekly, Alexandre M. Bayen, Andrew Tinka, 2011, IEEE Transactions on Robotics.

Mixed Initial-Boundary Value Problems for Scalar Conservation Laws: Application to the Modeling of Transportation Networks

Alexandre M. Bayen, Issam S. Strub, A. Bayen, 2006, HSCC.

Regulation of Control Systems

J. Aubin, A. Bayen, P. Saint-Pierre, 2011 .

Comparison of two data assimilation algorithms for shallow water flows

Alexandre M. Bayen, Issam S. Strub, Olli-Pekka Tossavainen, 2009, Networks Heterog. Media.

Control of 2 × 2 linear hyperbolic systems: Backstepping-based trajectory generation and PI-based tracking

Alexandre M. Bayen, Nikolaos Bekiaris-Liberis, Pierre-Olivier Lamare, 2015, 2015 European Control Conference (ECC).

Feed-Forward river flow control using differential flatness

Xavier Litrico, Alexandre M. Bayen, Florent Di Meglio, 2008, 2008 47th IEEE Conference on Decision and Control.

Convex Formulations of Air Traffic Flow Optimization Problems

Alexandre M. Bayen, Daniel B. Work, A. Bayen, 2008, Proceedings of the IEEE.

Environmental sensing by wearable device for indoor activity and location estimation

Ming Jin, C. Spanos, A. Bayen, 2014, IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society.

Guest Editorial Special Section on Control and Automation From the 2015 International Conference on Cyber-Physical Systems (ICCPS)

Alexandre M. Bayen, Ian M. Mitchell, Xenofon D. Koutsoukos, 2016, IEEE Trans Autom. Sci. Eng..

Path and travel time inference from GPS probe vehicle data

P. Abbeel, A. Bayen, Timothy Hunter, 2009 .

An adaptive routing system for location-aware mobile devices on the road network

Alexandre M. Bayen, Sebastien Blandin, Samitha Samaranayake, 2011, 2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC).

Iteration

A. Bayen, T. Siauw, Q. Charatan, 2021, Python Programming and Numerical Methods.

Daily Data Assimilation of a Hydrologic Model Using the Ensemble Kalman Filter pdf

Alexandre M. Bayen, Steven D. Glaser, Sami A. Malek, 2019, ArXiv.

Heterogeneous Fleets of Active and Passive Floating Sensors for River Studies

Kevin Weekly, Alexandre M. Bayen, Andrew Tinka, 2016, J. Field Robotics.

Ensemble Kalman Filter based state estimation in 2D shallow water equations using Lagrangian sensing and state augmentation

Alexandre M. Bayen, Andrew Tinka, Qingfang Wu, 2008, 2008 47th IEEE Conference on Decision and Control.

The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games

A. Bayen, Akash Velu, Eugene Vinitsky, 2021, NeurIPS.

The Surprising Effectiveness of MAPPO in Cooperative, Multi-Agent Games

A. Bayen, Akash Velu, Eugene Vinitsky, 2021, arXiv.org.