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C. Benjamins
C. Benjamins
Unknown affiliation
Verified email at tnt.uni-hannover.de
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Cited by
Cited by
Year
SMAC3: A versatile Bayesian optimization package for hyperparameter optimization
M Lindauer, K Eggensperger, M Feurer, A Biedenkapp, D Deng, ...
Journal of Machine Learning Research 23 (54), 1-9, 2022
2752022
Contextualize Me--The Case for Context in Reinforcement Learning
C Benjamins, T Eimer, F Schubert, A Mohan, S Döhler, A Biedenkapp, ...
arXiv preprint arXiv:2202.04500, 2022
212022
CARL: A benchmark for contextual and adaptive reinforcement learning
C Benjamins, T Eimer, F Schubert, A Biedenkapp, B Rosenhahn, F Hutter, ...
arXiv preprint arXiv:2110.02102, 2021
212021
AutoRL Hyperparameter Landscapes
A Mohan, C Benjamins, K Wienecke, A Dockhorn, M Lindauer
arXiv preprint arXiv:2304.02396, 2023
62023
Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis
C Benjamins, A Jankovic, E Raponi, K van der Blom, M Lindauer, C Doerr
arXiv preprint arXiv:2211.09678, 2022
42022
Hyperparameters in Contextual RL are Highly Situational
T Eimer, C Benjamins, M Lindauer
NeurIPS 2021 Workshop on Ecological Theory of Reinforcement Learning, 2021
42021
PI is back! Switching Acquisition Functions in Bayesian Optimization
C Benjamins, E Raponi, A Jankovic, K van der Blom, ML Santoni, ...
arXiv preprint arXiv:2211.01455, 2022
32022
POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning
F Schubert, C Benjamins, S Döhler, B Rosenhahn, M Lindauer
arXiv preprint arXiv:2205.11357, 2022
32022
Application of machine learning for fleet-based condition monitoring of ball screw drives in machine tools
B Denkena, MA Dittrich, H Noske, D Lange, C Benjamins, M Lindauer
The International Journal of Advanced Manufacturing Technology 127 (3), 1143 …, 2023
12023
Towards Self-Adjusting Weighted Expected Improvement for Bayesian Optimization
C Benjamins, E Raponi, A Jankovic, C Doerr, M Lindauer
GECCO'23 Companion: Companion Conference on Genetic and Evolutionary …, 2023
2023
Self-Adjusting Weighted Expected Improvement for Bayesian Optimization
C Benjamins, E Raponi, A Jankovic, C Doerr, M Lindauer
arXiv preprint arXiv:2306.04262, 2023
2023
RL Hyperparameter Landscapes
A Mohan, C Benjamins, K Wienecke, A Dockhorn, M Lindauer
Understanding AutoRL Hyperparameter Landscapes
A Mohan, C Benjamins, K Wienecke, A Dockhorn, M Lindauer
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Articles 1–13