Следене
Theresa Eimer
Theresa Eimer
Doctoral Researcher, Leibniz Universität Hannover
Потвърден имейл адрес: tnt.uni-hannover.de
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Позовавания
Позовавания
Година
Dynamic algorithm configuration: foundation of a new meta-algorithmic framework
A Biedenkapp, HF Bozkurt, T Eimer, F Hutter, M Lindauer
ECAI 2020, 427-434, 2020
272020
Automated Reinforcement Learning (AutoRL): A Survey and Open Problems
J Parker-Holder, R Rajan, X Song, A Biedenkapp, Y Miao, T Eimer, ...
arXiv preprint arXiv:2201.03916, 2022
6*2022
Self-Paced Context Evaluation for Contextual Reinforcement Learning
T Eimer, A Biedenkapp, F Hutter, M Lindauer
International Conference on Machine Learning (ICML 2021), 2021
62021
DACBench: A Benchmark Library for Dynamic Algorithm Configuration
T Eimer, A Biedenkapp, M Reimer, S Adriaensen, F Hutter, M Lindauer
30th International Joint Conferences on Artificial Intelligence (IJCAI 2021), 2021
62021
CARL: A Benchmark for Contextual and Adaptive Reinforcement Learning
C Benjamins, T Eimer, F Schubert, A Biedenkapp, B Rosenhahn, F Hutter, ...
Workshop on Ecological Theory of RL, NeurIPS 2021, 2021
32021
Automatic Risk Adaptation in Distributional Reinforcement Learning
F Schubert, T Eimer, B Rosenhahn, M Lindauer
RL4RealLife Workshop ICML 2021, 2021
22021
Hyperparameters in contextual rl are highly situational
T Eimer, C Benjamins, M Lindauer
NeurIPS 2021 Workshop on Ecological Theory of Reinforcement Learning, 2021
12021
Contextualize Me--The Case for Context in Reinforcement Learning
C Benjamins, T Eimer, F Schubert, A Mohan, A Biedenkapp, ...
arXiv preprint arXiv:2202.04500, 2022
2022
Towards Self-Paced Context Evaluation for Contextual Reinforcement Learning
T Eimer, A Biedenkapp, F Hutter, M Lindauer
BIG@ICML 2020, 2020
2020
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