André Biedenkapp
Albert-Ludwigs-Universität Freiburg
H-index: 16
Europe-Germany
Top articles of André Biedenkapp
Inferring Behavior-Specific Context Improves Zero-Shot Generalization in Reinforcement Learning
arXiv preprint arXiv:2404.09521
2024/4/15
André Biedenkapp
H-Index: 5
Dreaming of Many Worlds: Learning Contextual World Models Aids Zero-Shot Generalization
arXiv preprint arXiv:2403.10967
2024/3/16
Raghu Rajan
H-Index: 2
André Biedenkapp
H-Index: 5
Hierarchical Transformers are Efficient Meta-Reinforcement Learners
arXiv preprint arXiv:2402.06402
2024/2/9
MDP Playground: An Analysis and Debug Testbed for Reinforcement Learning
Journal of Artificial Intelligence Research
2023/7/12
Contextualize Me--The Case for Context in Reinforcement Learning
arXiv preprint arXiv:2202.04500
2022/2/9
Gray-Box Gaussian Processes for Automated Reinforcement Learning
2022/9/29
Automated Dynamic Algorithm Configuration
Journal of Artificial Intelligence Research
2022/12/30
AutoRL-Bench 1.0
2022/10/21
Dynamic Algorithm Configuration by Reinforcement Learning
2022/10/14
André Biedenkapp
H-Index: 5
Training of Machine Learning Systems for Image Processing
2022/7/21
Theory-inspired Parameter Control Benchmarks for Dynamic Algorithm Configuration
2022/7/8
Learning Domain-Independent Policies for Open List Selection
2022
DeepCAVE: An Interactive Analysis Tool for Automated Machine Learning
arXiv preprint arXiv:2206.03493
2022/6/7
Automated Reinforcement Learning (AutoRL): A Survey and Open Problems
2023/8/15
Method and Device for Learning a Strategy and For Implementing the Strategy
2022/1/27
SMAC3: A versatile Bayesian optimization package for hyperparameter optimization
Journal of Machine Learning Research
2022
Sample-Efficient Automated Deep Reinforcement Learning
2020
André Biedenkapp
H-Index: 5
Frank Hutter
H-Index: 52
On the Importance of Hyperparameter Optimization for Model-Based Reinforcement Learning
2021/3/18
In-Loop Meta-Learning with Gradient-Alignment Reward
AAAI Workshop on Meta-Learning Challenges 2021
2021/2/5
Device and Method for Planning an Operation of a Technical System
2021/12/9
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