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Friedrich Solowjow — most-cited papers & profile · Reinforcement Learning
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Friedrich Solowjow
4
papers ·
3
citations ·
6
h-index
RWTH Aachen University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Trust the Model Where It Trusts Itself -- Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption
2024 · 2 citations
On Rollouts in Model-Based Reinforcement Learning
2025 · 1 citations
All Models are Wrong, Knowing Where is Useful: On Model Uncertainty in Reinforcement Learning
2026
Dyna-Style Safety Augmented Reinforcement Learning: Staying Safe in the Face of Uncertainty
2026
Top co-authors
Bernd Frauenknecht
· 4
Artur Eisele
· 3
Sebastian Trimpe
· 3
Devdutt Subhasish
· 2
Devdutt Subhasish
· 1
Sebastian Trimpe
· 1
Topics
Model-Based RL
Exploration
Safe RL