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Daniel Hein — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Daniel Hein
8
papers ·
34
citations ·
14
h-index
Siemens (Germany)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Comparing Model-free and Model-based Algorithms for Offline Reinforcement Learning
2022 · 24 citations
Quantum Policy Iteration via Amplitude Estimation and Grover Search -- Towards Quantum Advantage for Reinforcement Learning
2022 · 4 citations
Learning Control Policies for Variable Objectives from Offline Data
2023 · 2 citations
Is Q-learning an Ill-posed Problem?
2025
Model-based Offline Quantum Reinforcement Learning
2024
Top co-authors
Steffen Udluft
· 5
Phillip Swazinna
· 2
Thomas Runkler
· 2
and Volkmar Sterzing
· 1
Christian Mendl
· 1
Marc Weber
· 1
Philipp Wissmann
· 1
Simon Eisenmann
· 1
Simon Wiedemann
· 1
Thomas A. Runkler
· 1
Topics
Model-Based RL
Offline RL
Value-Based
Policy Gradient
Meta-RL