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Dominik Baumann — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Dominik Baumann
7
papers ·
77
citations ·
0
h-index
Aalto University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Deep Reinforcement Learning for Event-Triggered Control
2018 · 74 citations
Reinforcement learning with non-ergodic reward increments: robustness via ergodicity transformations
2023 · 3 citations
Integrating Lagrangian Neural Networks into the Dyna Framework for Reinforcement Learning
2026
Ergodicity in reinforcement learning
2026
Beyond expected value: geometric mean optimization for long-term policy performance in reinforcement learning
2025
Learning by Doing: Controlling a Dynamical System using Causality, Control, and Reinforcement Learning
2022
Safe reinforcement learning in uncertain contexts
2024
Top co-authors
Erfaun Noorani
· 2
Sebastian Trimpe
· 2
Thomas B. Schön
· 2
and Simo S\"arkk\"a
· 1
Arne Vanhoyweghen
· 1
Arsenii Mustafin
· 1
Bert Verbruggen
· 1
Colm Connaughton
· 1
Georg Martius
· 1
Isabelle Guyon
· 1
James H. Price
· 1
Jia-Jie Zhu
· 1
Topics
Model-Based RL
Value-Based
Safe RL
Exploration
Meta-RL
Policy Gradient
Offline RL