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Sandra Hirche — most-cited papers & profile · Reinforcement Learning
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Sandra Hirche
10
papers ·
30
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Posterior Variance Analysis of Gaussian Processes with Application to Average Learning Curves
2019 · 10 citations
Koopman Kernel Regression
2023 · 5 citations
Safe Reinforcement Learning via Confidence-Based Filters
2022 · 3 citations
Stable Inverse Reinforcement Learning: Policies from Control Lyapunov Landscapes
2024 · 2 citations
Operator Models for Continuous-Time Offline Reinforcement Learning
2025
Reinforcement Learning with Lie Group Orientations for Robotics
2024
Top co-authors
Armin Lederer
· 4
Max Beier
· 2
Petar Bevanda
· 2
Stefan Sosnowski
· 2
Andreas Krause
· 1
Angela Schoellig
· 1
Boris Houska
· 1
Eyke H\"ullermeier
· 1
Jan Br\"udigam
· 1
Jonas Umlauft
· 1
Leonhard Sprandl
· 1
Martin Schuck
· 1
Topics
Model-Based RL
Safe RL
Offline RL
cs.GR
cs.RO