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Sven Gronauer
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Multi-agent deep reinforcement learning: a survey
S Gronauer, K Diepold
Artificial Intelligence Review 55 (2), 895-943, 2022
4952022
Bullet-safety-gym: A framework for constrained reinforcement learning
S Gronauer
172022
Using simulation optimization to improve zero-shot policy transfer of quadrotors
S Gronauer, M Kissel, L Sacchetto, M Korte, K Diepold
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2022
72022
The Successful Ingredients of Policy Gradient Algorithms
S Gronauer, M Gottwald, K Diepold
Thirtieth International Joint Conference on Artificial Intelligence (IJCAI …, 2021
62021
Analysis and optimisation of bellman residual errors with neural function approximation
M Gottwald, S Gronauer, H Shen, K Diepold
arXiv preprint arXiv:2106.08774, 2021
32021
Exploiting structures in weight matrices for efficient real-time drone control with neural networks
M Kissel, S Gronauer, M Korte, L Sacchetto, K Diepold
EPIA Conference on Artificial Intelligence, 525-536, 2022
22022
Reinforcement Learning with Ensemble Model Predictive Safety Certification
S Gronauer, T Haider, FS da Roza, K Diepold
arXiv preprint arXiv:2402.04182, 2024
12024
Comparing Quadrotor Control Policies for Zero-Shot Reinforcement Learning under Uncertainty and Partial Observability
S Gronauer, D Stümke, K Diepold
2023 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2023
12023
Offline Reinforcement Learning for Quadrotor Control: Overcoming the Ground Effect
L Sacchetto, M Korte, S Gronauer, M Kissel, K Diepold
2023 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2023
12023
Data science for the environment
K Diepold, S Gronauer, M Kissel, MA Tnani
12022
Trend Reports about Artificial Intelligence for 6G telecommunication
S Gronauer, K Diepold, MA Tnani, M Zwick
2022
Causality in Machine Learning
K Diepold, S Gronauer, M Kissel
2020
Emotion for Robots: A Collection of Trend Reports
K Diepold, S Gronauer, M Kissel
2019
The Unchartered Waters of Strong AI
S Gronauer, F Kreutmayr, D Krockenberger, A Ostertag, K Pfeiffer
Research Paths Towards Thinking AI, 81, 0
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