| Current Publications | • Simmering, J; Hermes, L; Schneider, A; Schilling, M Adaptation of a Decentralized Controller to Curve Walking in a Hexapod Robot. Robotics in Natural Settings, 2023, pp 264-275 online • El Amri, W.Z.; Hermes, L.; Schilling, M. Hierarchical Decentralized Deep Reinforcement Learning Architecture for a Simulated Four-Legged Agent. Proc. of 8th International Online & Onsite Conference on Machine Learning, Optimization, and Data ScienceLecture Notes in Computer Science, 2023 online • Schilling, M.; Hammer, B.; Ohl, F.W.; Ritter, H.; Wiskott, L. Modularity in Nervous Systems—a Key to Efficient Adaptivity for Deep Reinforcement Learning. Cognitive Computation Vol. in press, 2023 online • Schilling, M.; Cruse, H. neuroWalknet, a controller for hexapod walking allowing for context dependent behavior. PLoS Computational Biology Vol. 19 (1), 2023 online • Schilling, M. Coding Challenge. Kompetent Prüfungen gestalten – 60 Prüfungsformate für die Hochschullehre, 2022 online • Hermes, L.; Hammer, B.; Melnik, A.; Velioglu, R.; Vieth, M.; Schilling, M. A Graph-based U-Net Model for Predicting Traffic in unseen Cities. Proceedings of the International Joint Conf. on Neural Networks, 2022 online • Eichenberger, C.; Neun, M.; Martin, H.; Herruzo, P.; Spanring, M.; Lu, Y.; Choi, S.; Konyakhin, V.; Lukashina, N.; Shpilman, A.; Wiedemann, N.; Raubal, M.; Wang, B.; Vu, H.L.; Mohajerpoor, R.; Cai, C.; Kim, I.; Hermes, L.; Melnik, A.; Velioglu, R.; Vieth, M.; Schilling, M.; Bojesomo, A.; Al-Marzouqi, H.; Liatsis, P.; Santokhi, J.; Hillier, D.; Yang, Y.; Sarwar, J.; Jordan, A.; Hewage, E.; Jonietz, D.; Tang, F.; Gruca, A.; Kopp, M.; Kreil, D.P.; Hochreiter, S. Traffic4cast at NeurIPS 2021 - Temporal Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. Proceedings of the NeurIPS 2021 Competitions Demonstrations Track, PMLR Vol. 176, 2022 online • Schilling, Malte; Paskarbeit, J.; Ritter, H.; Schneider, A.; Cruse, H. From Adaptive Locomotion to Predictive Action Selection – Cognitive Control for a Six-Legged Walker. IEEE Transactions on Robotics Vol. 38 (2), 2022, pp 666-682 online • Schilling, M.; Burgahn, C. Fortmann, R. Evaluation of Graph Convolutions for Spatio-Temporal Predictions of EV-Charge Availability. Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI 2021), 2021 online | malte dot schilling at uni-muenster dot de |
| Phone | +49 251 83-33804 |
| FAX | +49 251 83-32742 |
| Room | 203 |
| Secretary | Sekretariat Kaiser-Mariani Frau Julia Kaiser-Mariani Telefon +49 251 83-32740 Fax +49 251 83-32742 Zimmer 704 |
| Address | Prof. Dr. Malte Schilling Institut für Informatik Fachbereich Mathematik und Informatik der Universität Münster Einsteinstrasse 62 48149 Münster Deutschland |
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