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Petros Koumoutsakos — most-cited papers & profile · Reinforcement Learning
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overview
Petros Koumoutsakos
12
papers ·
43
citations ·
77
h-index
Harvard University · Harvard University Press
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Remember and Forget for Experience Replay
2018 · 14 citations
Extreme Event Prediction with Multi-agent Reinforcement Learning-based Parametrization of Atmospheric and Oceanic Turbulence
2023 · 1 citations
Optimal navigation of magnetic artificial microswimmers in blood capillaries with deep reinforcement learning
2024 · 1 citations
Closure Discovery for Coarse-Grained Partial Differential Equations Using Grid-based Reinforcement Learning
2024
Improved Memories Learning
2020
Remember and Forget Experience Replay for Multi-Agent Reinforcement Learning
2022
Discovering Individual Rewards in Collective Behavior through Inverse Multi-Agent Reinforcement Learning
2023
Top co-authors
Daniel Waelchli
· 2
Guido Novati
· 2
Pascal Weber
· 2
Daniel W\"alchli
· 1
Francesco Varoli
· 1
Jan-Philipp von Bassewitz
· 1
Lucas Amoudruz
· 1
Mustafa Zeqiri
· 1
Pantelis R. Vlachas
· 1
Pedram Hassanzadeh
· 1
Rambod Mojgani
· 1
Sebastian Kaltenbach
· 1
Topics
Model-Based RL
Value-Based
Multi-Agent
Policy Gradient
Offline RL
Safe RL
Exploration