Alexandre Bayen

Alexandre Bayen

University of California, Berkeley

H-index: 67

North America-United States

About Alexandre Bayen

Alexandre Bayen, With an exceptional h-index of 67 and a recent h-index of 46 (since 2020), a distinguished researcher at University of California, Berkeley, specializes in the field of control, optimization, mobile sensing, crowdsourcing, traffic.

His recent articles reflect a diverse array of research interests and contributions to the field:

Multi-Objective Transportation System Optimization Using Agent-Based Simulation—A Study of Cordon-and Mileage-Based Congestion Pricing

Traffic Control via Connected and Automated Vehicles: An Open-Road Field Experiment with 100 CAVs

Reinforcement Learning Based Oscillation Dampening: Scaling up Single-Agent RL algorithms to a 100 AV highway field operational test

Hierarchical Speed Planner for Automated Vehicles: A Framework for Lagrangian Variable Speed Limit in Mixed Autonomy Traffic

So you think you can track?

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

Approaches for synthesis and deployment of controller models on automated vehicles for car-following in mixed autonomy

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

Alexandre Bayen Information

University

Position

Professor Electrical Engineering and Computer Science

Citations(all)

22070

Citations(since 2020)

9609

Cited By

16530

hIndex(all)

67

hIndex(since 2020)

46

i10Index(all)

231

i10Index(since 2020)

160

Email

University Profile Page

University of California, Berkeley

Google Scholar

View Google Scholar Profile

Alexandre Bayen Skills & Research Interests

control

optimization

mobile sensing

crowdsourcing

traffic

Top articles of Alexandre Bayen

Title

Journal

Author(s)

Publication Date

Multi-Objective Transportation System Optimization Using Agent-Based Simulation—A Study of Cordon-and Mileage-Based Congestion Pricing

IEEE Transactions on Intelligent Transportation Systems

Jessica Lazarus

Makena Schwinn

Léo Toulet

Zangnan Yu

Anyi Chen

...

2024/3/14

Traffic Control via Connected and Automated Vehicles: An Open-Road Field Experiment with 100 CAVs

arXiv preprint arXiv:2402.17043

Jonathan W Lee

Han Wang

Kathy Jang

Amaury Hayat

Matthew Bunting

...

2024/2/26

Reinforcement Learning Based Oscillation Dampening: Scaling up Single-Agent RL algorithms to a 100 AV highway field operational test

arXiv preprint arXiv:2402.17050

Kathy Jang

Nathan Lichtlé

Eugene Vinitsky

Adit Shah

Matthew Bunting

...

2024/2/26

Hierarchical Speed Planner for Automated Vehicles: A Framework for Lagrangian Variable Speed Limit in Mixed Autonomy Traffic

arXiv preprint arXiv:2402.16993

Han Wang

Zhe Fu

Jonathan Lee

Hossein Nick Zinat Matin

Arwa Alanqary

...

2024/2/26

So you think you can track?

Derek Gloudemans

Gergely Zachár

Yanbing Wang

Junyi Ji

Matt Nice

...

2024

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

arXiv preprint arXiv:2404.15533

Mostafa Ameli

Sean McQuade

Jonathan W Lee

Matthew Bunting

Matthew Nice

...

2024/4/23

Approaches for synthesis and deployment of controller models on automated vehicles for car-following in mixed autonomy

Rahul Bhadani

Matthew Bunting

Matthew Nice

Fangyu Wu

Amaury Hayat

...

2023/5/9

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

Journal of Field Robotics

Saleh Albeaik

Trevor Wu

Ganeshnikhil Vurimi

Fang‐Chieh Chou

Xiao‐Yun Lu

...

2023/3

Public–private partnerships in fostering outer space innovations

Proceedings of the National Academy of Sciences

Gordon Rausser

Elliot Choi

Alexandre Bayen

2023/10/24

Optimal Control of Autonomous Vehicles for Flow Smoothing in Mixed-Autonomy Traffic

Arwa Alanqary

Xiaoqian Gong

Alexander Keimer

Benjamin Seibold

Benedetto Piccoli

...

2023/12/13

Space Exploration: The Role for Public-Private Research and Development Partnerships

Gordon C Rausser

Elliot Choi

Alexandre Bayen

2023/1/9

Reducing Detailed Vehicle Energy Dynamics to Physics-Like Models

arXiv preprint arXiv:2310.06297

Nour Khoudari

Sulaiman Almatrudi

Rabie Ramadan

Joy Carpio

Mengsha Yao

...

2023/10/10

Parameter Estimation for Decoding Sensor Signals

Matthew Nice

Matthew Bunting

Gergely Zachar

Rahul Bhadani

Paul Ngo

...

2023/5/9

Credit-based congestion pricing: Equilibrium properties and optimal scheme design

Devansh Jalota

Jessica Lazarus

Alexandre Bayen

Marco Pavone

2023/12/13

Creating, calibrating, and validating large-scale microscopic traffic simulation

Theophile Cabannes

Alben Rome Bagabaldo

Junghwan Lee

Qianxin Gan

Ayush Jain

...

2023

Traffic Smoothing Controllers for Autonomous Vehicles Using Deep Reinforcement Learning and Real-World Trajectory Data

Nathan Lichtlé

Kathy Jang

Adit Shah

Eugene Vinitsky

Jonathan W Lee

...

2023/9/24

Control for societal-scale challenges: Road map 2030

Andrew Alleyne

Frank Allgöwer

Aaron Ames

Saurabh Amin

James Anderson

...

2023/5

Connected and Automated Vehicle Technology is Not Enough; it Must also be Collaborative

Anthony D Patire

Francois Dion

Alexandre M Bayen

2023/12/1

Bi-Level Optimization Model for DTA Flow and Speed Calibration

Maryam Samaei

Mostafa Ameli

Jon F Davis

Sean T Mcquade

Jonathan Lee

...

2023/7/10

Optimizing mixed autonomy traffic flow with decentralized autonomous vehicles and multi-agent reinforcement learning

ACM Transactions on Cyber-Physical Systems

Eugene Vinitsky

Nathan Lichtlé

Kanaad Parvate

Alexandre Bayen

2023/4/19

See List of Professors in Alexandre Bayen University(University of California, Berkeley)

Co-Authors

H-index: 154
Pieter Abbeel

Pieter Abbeel

University of California, Berkeley

H-index: 83
Peter Bartlett

Peter Bartlett

University of California, Berkeley

H-index: 65
Marco Gruteser

Marco Gruteser

Rutgers, The State University of New Jersey

H-index: 54
Benedetto Piccoli

Benedetto Piccoli

Rutgers, The State University of New Jersey

H-index: 48
Xuegang Ban

Xuegang Ban

University of Washington

H-index: 34
Nikolaos Bekiaris-Liberis

Nikolaos Bekiaris-Liberis

Technical University of Crete

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