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Christian Gumbsch — most-cited papers & profile · Reinforcement Learning
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Christian Gumbsch
4
papers ·
5
citations ·
6
h-index
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Most-cited papers
Hierarchical principles of embodied reinforcement learning: A review
2020 · 5 citations
From Demonstrations to Rewards: Test-Time Prompt Optimization for VLM Reward Models
2026
SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models
2025
Top co-authors
Andrii Zadaianchuk
· 2
Cansu Sancaktar
· 1
Efstratios Gavves
· 1
Fabien Despinoy
· 1
Georg Martius
· 1
Lennard Sch\"unemann
· 1
Leonardo Barcellona
· 1
Manfred Eppe
· 1
Martin V. Butz
· 1
Matthias Kerzel
· 1
Pavel Kolev
· 1
Phuong D. H. Nguyen
· 1
Topics
Model-Based RL
Meta-RL
Exploration
RLHF & Alignment
Offline RL