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Pascal Klink — most-cited papers & profile · Reinforcement Learning
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Pascal Klink
8
papers ·
19
citations
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Most-cited papers
Self-Paced Contextual Reinforcement Learning
2019 · 9 citations
A Probabilistic Interpretation of Self-Paced Learning with Applications to Reinforcement Learning
2021 · 9 citations
Self-Paced Deep Reinforcement Learning
2020 · 1 citations
Reinforcement Learning using Guided Observability
2021
Self-Paced Absolute Learning Progress as a Regularized Approach to Curriculum Learning
2023
On the Benefit of Optimal Transport for Curriculum Reinforcement Learning
2023
Tracking Control for a Spherical Pendulum via Curriculum Reinforcement Learning
2023
Top co-authors
Jan Peters
· 6
Joni Pajarinen
· 5
Carlo D'Eramo
· 3
Boris Belousov
· 2
Hany Abdulsamad
· 2
Florian Wolf
· 1
Kai Ploeger
· 1
Stephan Weigand
· 1
Tobias Niehues
· 1
Ulla Scheler
· 1
Topics
Meta-RL
Exploration
Policy Gradient
Model-Based RL
Value-Based
Safe RL