World's Best Scientists 2026 revealed!

D-Index & Metrics

Engineering and Technology

D-Index
65
Citations
20425
World Ranking
1493
National Ranking
488

Overview

Alexandre M. Bayen is a researcher affiliated with the University of California, Berkeley in the United States. Their primary field of study is engineering, with a particular focus on control and systems engineering, automotive engineering, transportation, building and construction, and artificial intelligence.

The scientist's work encompasses several main topics including traffic control and management, autonomous vehicle technology and safety, transportation planning and optimization, traffic prediction and management techniques, transportation and mobility innovations, fluid dynamics and turbulent flows, and vehicular ad hoc networks (VANETs).

Frequent co-authors collaborating with Alexandre M. Bayen include Benedetto Piccoli, Jonathan Lee, Timmy Siauw, Benjamin Seibold, and Maria Laura Delle Monache. Their research appears regularly in a range of publication venues such as arXiv (Cornell University), IEEE Transactions on Intelligent Transportation Systems, IEEE Control Systems, SSRN Electronic Journal, and IEEE Transactions on Robotics.

Some recent papers authored by or involving the scientist are:

  • The Surprising Effectiveness of PPO in Cooperative, Multi-Agent Games, 2021, arXiv (Cornell University)
  • Flow: A Modular Learning Framework for Mixed Autonomy Traffic, 2021, IEEE Transactions on Robotics
  • Limitations and Improvements of the Intelligent Driver Model (IDM), 2022, SIAM Journal on Applied Dynamical Systems
  • Unified Automatic Control of Vehicular Systems With Reinforcement Learning, 2022, IEEE Transactions on Automation Science and Engineering
  • Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design, 2020, arXiv (Cornell University)

The scientist has contributed to the publication of books as well, including a work titled Pandemic in the Metropolis published in 2022 by Springer International Publishing.

Best Publications

  • Viability Theory : New Directions

    Jean-Pierre Aubin;Alexandre Bayen;Patrick Saint-Pierre

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

    I.M. Mitchell;A.M. Bayen;C.J. Tomlin

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

    Juan C. Herrera;Daniel B. Work;Ryan Herring;Xuegang (Jeff) Ban

  • Travel time estimation for urban road networks using low frequency probe vehicle data

    Erik Jenelius;Haris N. Koutsopoulos

  • Virtual trip lines for distributed privacy-preserving traffic monitoring

    Baik Hoh;Marco Gruteser;Ryan Herring;Jeff Ban

  • Understanding road usage patterns in urban areas

    Pu Wang;Timothy Hunter;Alexandre M. Bayen;Katja Schechtner;Katja Schechtner

  • Computational techniques for the verification of hybrid systems

    C.J. Tomlin;I. Mitchell;A.M. Bayen;M. Oishi

  • Traffic state estimation on highway: A comprehensive survey

    Toru Seo;Alexandre M. Bayen;Takahiko Kusakabe;Yasuo Asakura

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

    Saurabh Amin;Xavier Litrico;Shankar Sastry;Alexandre M. Bayen

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

    D.B. Work;O.-P. Tossavainen;S. Blandin;A.M. Bayen

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

    A. Hofleitner;R. Herring;P. Abbeel;A. Bayen

  • A traffic model for velocity data assimilation

    Daniel B. Work;Sébastien Blandin;Olli Pekka Tossavainen;Benedetto Piccoli

  • Incorporation of Lagrangian measurements in freeway traffic state estimation

    Juan C. Herrera;Alexandre M. Bayen

  • Estimating arterial traffic conditions using sparse probe data

    Ryan Herring;Aude Hofleitner;Pieter Abbeel;Alexandre Bayen

  • Delay Pattern Estimation for Signalized Intersections Using Sampled Travel Times

    Xuegang Ban;Ryan Herring;Peng Hao;Alexandre M Bayen

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

    Timothy Hunter;Pieter Abbeel;Alexandre Bayen

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

    Aude Hofleitner;Ryan Herring;Alexandre Bayen

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

    Christian G Claudel;Alexandre M Bayen

  • Path and travel time inference from GPS probe vehicle data

    Timothy Hunter;Ryan Herring;Pieter Abbeel;Alexandre Bayen

  • Accelerated mirror descent in continuous and discrete time

    Walid Krichene;Alexandre M. Bayen;Peter L. Bartlett

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

    Cathy Wu;Aboudy Kreidieh;Kanaad Parvate;Eugene Vinitsky

Frequent Co-Authors

Claire J. Tomlin
Claire J. Tomlin University of California, Berkeley
Jean-Pierre Aubin
Jean-Pierre Aubin Université Paris Cité
Pieter Abbeel
Pieter Abbeel University of California, Berkeley
Paola Goatin
Paola Goatin French Institute for Research in Computer Science and Automation - INRIA
Benedetto Piccoli
Benedetto Piccoli Rutgers, The State University of New Jersey
Shankar Sastry
Shankar Sastry University of California, Berkeley
Miroslav Krstic
Miroslav Krstic University of California, San Diego
Costas J. Spanos
Costas J. Spanos University of California, Berkeley
Han Zou
Han Zou University of California, Berkeley

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Exploring Engineering and Technology in the USA opens doors to diverse, in-demand career pathways. Many students and professionals are broadening their opportunities by combining technical expertise with skills in leadership, communication, or entrepreneurship—fields increasingly offered through flexible online programs.

For those interested in managing people and organizational growth, a masters in human resources can complement an engineering background and lead to senior roles in tech-driven companies. Alternatively, strong communication skills are vital for engineers who aspire to think beyond technical roles; consider an online master's in communication to boost your effectiveness in diverse engineering teams.

Aspiring leaders and innovators may be interested in launching their own ventures. The best online mba in entrepreneurship programs focus on business acumen, strategy, and innovation. Additionally, those looking to fast-track their management careers without the barrier of standardized testing can find an online mba no gmat required, making it easier to balance studies with work or other commitments.

These interdisciplinary online degrees can enhance your engineering education and expand your career possibilities far beyond traditional roles.

Best Scientists Citing Alexandre M. Bayen

Trending Scientists

Recently Published Articles