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Dr. Robert Müller
Dr. Robert Müller
Mobile and Distributed Systems Group, LMU Munich
Bestätigte E-Mail-Adresse bei ifi.lmu.de - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Acoustic anomaly detection for machine sounds based on image transfer learning
R Müller, F Ritz, S Illium, C Linnhoff-Popien
Proceedings of the 13th International Conference on Agents and Artificial …, 2020
412020
Analysis of Feature Representations for Anomalous Sound Detection
R Müller, S Illium, F Ritz, K Schmid
Proceedings of the 13th International Conference on Agents and Artificial …, 2020
202020
Acoustic Leak Detection in Water Networks
R Müller, S Illium, F Ritz, T Schröder, C Platschek, J Ochs, ...
Proceedings of the 13th International Conference on Agents and Artificial …, 2021
152021
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms
S Illium, R Müller, A Sedlmeier, C Linnhoff-Popien
INTERSPEECH 2020, 2052-2056, 2020
142020
Visual Transformers for Primates Classification and Covid Detection
S Illium, R Müller, A Sedlmeier, CL Popien
Proc. Interspeech 2021, 451-455, 2021
132021
Policy Entropy for Out-of-Distribution Classification
A Sedlmeier, R Müller, S Illium, C Linnhoff-Popien
ICANN 2020, 2020
132020
Towards anomaly detection in reinforcement learning
R Müller, S Illium, T Phan, T Haider, C Linnhoff-Popien
Proceedings of the 21st International Conference on Autonomous Agents and …, 2022
82022
Stochastic market games
K Schmid, L Belzner, R Müller, J Tochtermann, C Linhoff-Popien
Proceedings of the Thirtieth International Joint Conference on Artificial …, 2021
62021
A quantum annealing algorithm for finding pure Nash equilibria in graphical games
C Roch, T Phan, S Feld, R Müller, T Gabor, C Hahn, C Linnhoff-Popien
Computational Science–ICCS 2020: 20th International Conference, Amsterdam …, 2020
62020
Distributed emergent agreements with deep reinforcement learning
K Schmid, R Müller, L Belzner, J Tochtermann, C Linhoff-Popien
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
52021
Deep recurrent interpolation networks for anomalous sound detection
R Müller, S Illium, C Linnhoff-Popien
2021 International Joint Conference on Neural Networks (IJCNN), 1-7, 2021
52021
SAT-MARL: Specification aware training in multi-agent reinforcement learning
F Ritz, T Phan, R Müller, T Gabor, A Sedlmeier, M Zeller, J Wieghardt, ...
arXiv preprint arXiv:2012.07949, 2020
52020
Deep Neural Baselines for Computational Paralinguistics
D Elsner, S Langer, F Ritz, R Mueller, S Illium
INTERSPEECH 2019, 2019
52019
A Deep and Recurrent Architecture for Primate Vocalization Classification
R Müller, S Illium, C Linnhoff-Popien
Proc. Interspeech 2021, 461-465, 2021
42021
Towards ecosystem management from greedy reinforcement learning in a predator-prey setting
F Ritz, F Hohnstein, R Müller, T Phan, T Gabor, C Hahn, ...
Artificial Life Conference Proceedings 32, 518-525, 2020
42020
Difficulty Classification of Mountainbike Downhill Trails utilizing Deep Neural Networks
S Langer, R Müller, K Schmid, C Linnhoff-Popien
Machine Learning and Knowledge Discovery in Databases 1168, 270-280, 2020
32020
Specification aware multi-agent reinforcement learning
F Ritz, T Phan, R Müller, T Gabor, A Sedlmeier, M Zeller, J Wieghardt, ...
International Conference on Agents and Artificial Intelligence, 3-21, 2021
22021
What to do in the meantime: A service coverage analysis for parked autonomous vehicles
S Illium, PA Friese, R Müller, S Feld
AGILE: GIScience Series 1, 7, 2020
22020
Soccer Team Vectors
R Müller, S Langer, F Ritz, C Roch, S Illium, C Linnhoff-Popien
Machine Learning and Knowledge Discovery in Databases 1168, 247-257, 2020
22020
Adaptive Thompson sampling stacks for memory bounded open-loop planning
T Phan, T Gabor, R Müller, C Roch, C Linnhoff-Popien
28th International Joint Conference on Artificial Intelligence, 5607-5613, 2019
22019
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