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Publications

Displaying results 41 to 50 of 14838.

  1. Vignesh Prasad; Lea Heitlinger; Dorothea Koert; Ruth Stock-Homburg; Jan Peters; Georgia Chalvatzaki

    Learning Multimodal Latent Dynamics for Human-Robot Interaction

    In: IEEE Transactions on Robotics (T-RO), Vol. 41, Pages 4418-4438, arXiv, 2025.

  2. Joe Watson; Chen Song; Oliver Weeger; Theo Gruner; An Thai Le; Kay Hansel; Ahmed Hendawy; Oleg Arenz; Will Trojak; Miles D. Cranmer; Carlo D'Eramo; Fabian Bülow; Tanmay Goyal; Jan Peters; Martin W. Hoffmann

    Machine Learning with Physics Knowledge for Prediction: A Survey

    In: Transactions on Machine Learning Research (TMLR), Vol. 2025, Pages 1-61, arXiv, 2025.

  3. Théo Vincent; Daniel Palenicek; Boris Belousov; Jan Peters; Carlo D'Eramo

    Iterated emphQ-Network: Beyond One-Step Bellman Updates in Deep Reinforcement Learning

    In: Transactions on Machine Learning Research (TMLR), Vol. 2025, Pages 1-26, arXiv, 2025.

  4. Carlos E. Luis; Alessandro G. Bottero; Julia Vinogradska; Felix Berkenkamp; Jan Peters

    Uncertainty Representations in State-Space Layers for Deep Reinforcement Learning under Partial Observability

    In: Transactions on Machine Learning Research (TMLR), Vol. 2025, Pages 1-31, arXiv, 2025.

  5. Hamish Flynn; David Reeb; Melih Kandemir; Jan Peters

    Improved Algorithms for Stochastic Linear Bandits Using Tail Bounds for Martingale Mixtures

    In: Alice Oh; Tristan Naumann; Amir Globerson; Kate Saenko; Moritz Hardt; Sergey Levine (Hrsg.). Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. Neural Information Processing Systems (NeurIPS), Pages 1-35, ArXiv, 2023.

  6. Matthias Rüb; Jan Herbst; Benjamin Rother; Fabian Kummer; Frank Golatowski; Ahmed Eid; Clemens Möllenhoff; Florian Herman; Dennis Salzmann; Thomas Neumuth; Hans Dieter Schotten

    Interoperability and AI-Driven Enhancements of BLE-Based Localization in Upcoming 6G Subnetworks

    In: Proceedings of the 8th International Conference on Information and Communications Technology 2025. International Conference on Information and Communications Technology (ICOIACT-2025), December 4, ISBN 979-8-3315-5408-8, IEEE, 2025.

  7. An T. Le; Georgia Chalvatzaki; Armin Biess; Jan Peters

    Accelerating Motion Planning via Optimal Transport

    In: Alice Oh; Tristan Naumann; Amir Globerson; Kate Saenko; Moritz Hardt; Sergey Levine (Hrsg.). Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. Neural Information Processing Systems (NeurIPS), Pages 1-30, ArXiv, 2023.

  8. Luca Lach; Niklas Funk; Robert Haschke; Séverin Lemaignan; Helge Joachim Ritter; Jan Peters; Georgia Chalvatzaki

    Placing by Touching: An Empirical Study on the Importance of Tactile Sensing for Precise Object Placing

    In: IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Pages 8964-8971, ArXiv, 2023.

  9. Jo~ao Carvalho; An T. Le; Mark Baierl; Dorothea Koert; Jan Peters

    Motion Planning Diffusion: Learning and Planning of Robot Motions with Diffusion Models

    In: IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Pages 1916-1923, ArXiv, 2023.

  10. Matthias Rüb; Jens Grüber; Hans Dieter Schotten

    Network Traffic Reduction Through AI-Assisted Local Data Optimization of Synthetic Data

    In: Proceedings of the The 8th International Conference on Information and Communications Technology 2025. International Conference on Information and Communications Technology (ICOIACT-2025), December 4, ISBN 979-8-3315-5408-8, IEEE, 2025.

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