Alexandre M. Bayen

University of California, Berkeley

Papers

11

Total Citations

592

H-Index

7

About

No biography available yet.

Research Focus

Computer science11 · 592 citations
Artificial intelligence7 · 278 citations
Reinforcement learning5 · 227 citations
Engineering3 · 223 citations
Control engineering2 · 209 citations
Discretization3 · 193 citations
Mathematics5 · 188 citations
Mathematical optimization4 · 186 citations
Artificial neural network3 · 172 citations
Curse of dimensionality2 · 157 citations
Control (management)3 · 72 citations
Control system1 · 54 citations

Key Achievements

7
H-Index
11
Papers
592
Total Citations
54
Avg Citations/Paper
🏆 Most Cited Paper
Viability Theory
295 citations · 2011
📈 Most Prolific Year: 2011 (2 Papers)
🤝 Key Collaborators: 26
🏛 Institutions: University of California, Berkeley

Top Papers

  1. 1
    Viability Theory
    295 citations · 2011
  2. 2
    Expert Level Control of Ramp Metering Based on Multi-Task Deep Reinforcement Learning
    155 citations · 2017
  3. 3
    Unified Automatic Control of Vehicular Systems With Reinforcement Learning
    54 citations · 2022
  4. 4
    Large-Scale Estimation in Cyberphysical Systems Using Streaming Data: A Case Study With Arterial Traffic Estimation
    36 citations · 2013
  5. 5
    Composing MPC With LQR and Neural Network for Amortized Efficiency and Stable Control
    15 citations · 2023
  6. 6
    Design of a network of robotic Lagrangian sensors for shallow water environments with case studies for multiple applications
    14 citations · 2013
  7. 7
    Robust Reinforcement Learning using Adversarial Populations
    13 citations · 2020
  8. 8
    Large Scale Estimation in Cyberphysical Systems using Streaming Data: a Case Study with Smartphone Traces
    3 citations · 2012
  9. 9
    Inter-Level Cooperation in Hierarchical Reinforcement Learning
    3 citations · 2019
  10. 10
    Overview and Organization
    2 citations · 2011

Key Collaborators

PAPieter Abbeel3 shared papersPSPatrick Saint-Pierre2 shared papersARAbdul Rahman Kreidieh2 shared papersEVEugene Vinitsky2 shared papersMZMatei Zaharia2 shared papersDHDaniel Haziza2 shared papersTHTimothy Hunter2 shared papersFBFrancois Belletti2 shared papersTDTathagata Das2 shared papersGGGabriel Gomes2 shared papersJAJean‐Pierre Aubin2 shared papersSPSamyak Parajuli1 shared papersKWKehan Wang1 shared papersFWFangyu Wu1 shared papersCOCarlos Oroza1 shared papersAKAlexander Keimer1 shared papersATAndrew Tinka1 shared papersSZSiyuan Zhuang1 shared papersZYZhongxia Yan1 shared papersGWGuanhua Wang1 shared papers
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