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Steven L. Brunton — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Steven L. Brunton
13
papers ·
72
citations ·
70
h-index
University of Washington
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Koopman-Assisted Reinforcement Learning
2024 · 3 citations
SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning
2024 · 2 citations
HydroGym: A Reinforcement Learning Platform for Fluid Dynamics
2025
Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning
2023
Top co-authors
Ludger Paehler
· 2
Nicholas Zolman
· 2
Esther Lagemann
· 1
Jean-Christophe Loiseau
· 1
J. Nathan Kutz
· 1
Kai Lagemann
· 1
Mario R\"uttgers
· 1
Matthias Meinke
· 1
Nikolaus Adams
· 1
Sebastian Peitz
· 1
Wen Sun
· 1
Wolfgang Schr\"oder
· 1
Topics
Model-Based RL
physics.flu-dyn
cs.AI
cs.LG
Multi-Agent
Policy Gradient
Value-Based