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Carolin Benjamins — most-cited papers & profile · Reinforcement Learning
← authors
·
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Carolin Benjamins
5
papers ·
14
citations ·
3
h-index
Leibniz University Hannover
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Semantic Scholar ↗
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Most-cited papers
Contextualize Me -- The Case for Context in Reinforcement Learning
2022 · 9 citations
CARL: A Benchmark for Contextual and Adaptive Reinforcement Learning
2021 · 3 citations
POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning
2022 · 2 citations
Instance Selection for Dynamic Algorithm Configuration with Reinforcement Learning: Improving Generalization
2024
ARLBench: Flexible and Efficient Benchmarking for Hyperparameter Optimization in Reinforcement Learning
2024
Top co-authors
Marius Lindauer
· 5
Aditya Mohan
· 3
Bodo Rosenhahn
· 3
Frank Hutter
· 3
Frederik Schubert
· 3
Theresa Eimer
· 3
Andr\'e Biedenkapp
· 2
Sebastian D\"ohler
· 2
Ana Nikolikj
· 1
David Salinas
· 1
Gjorgjina Cenikj
· 1
Holger Hoos
· 1
Topics
Meta-RL
Exploration
Value-Based
Model-Based RL
Safe RL
Policy Gradient