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Beril Sirmacek — most-cited papers & profile · Reinforcement Learning
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Beril Sirmacek
9
papers ·
19
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Low-Dimensional State and Action Representation Learning with MDP Homomorphism Metrics
2021 · 1 citations
Low Dimensional State Representation Learning with Reward-shaped Priors
2020
Low Dimensional State Representation Learning with Robotics Priors in Continuous Action Spaces
2021
Towards Autonomous Pipeline Inspection with Hierarchical Reinforcement Learning
2021
Top co-authors
Christoph Brune
· 4
Mannes Poel
· 4
Nicol\`o Botteghi
· 4
Abeje Mersha
· 1
Abeje Mersha and Stefano Stramigioli
· 1
and Stefano Stramigioli
· 1
Daan Geijs
· 1
Edwin Dertien
· 1
Khaled Alaa
· 1
Luuk Grefte
· 1
Ruben Obbink
· 1
Stefano Stramigioli
· 1
Topics
Exploration
Model-Based RL
Policy Gradient
Safe RL