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Publikationen

Zeige Ergebnisse 951 bis 960 von 14809.

  1. Leon Wichette; Hans Hohenfeld; Elie Mounzer; Linnea Grans-Samuelsson

    A partition function framework for estimating logical error curves in stabilizer codes

    In: ArXiv e-prints (arxiv), Vol. abs/2505.15758, Pages 1-38, Arxiv, 2025.

  2. Sara Khan; Mehmed Yüksel; Frank Kirchner

    Robust anomaly detection through multi-modal autoencoder fusion for small vehicle damage detection

    In: Machine Learning with Applications, Vol. 22, Pages 1-14, Elsevier Ltd. 12/2025.

  3. 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.

  4. 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.

  5. 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.

  6. An Thai Le; Khai Nguyen; Minh Nhat Vu; Joao Carvalho; Jan Peters

    Model Tensor Planning

    In: Transactions on Machine Learning Research (TMLR), Vol. 2025, Pages 1-24, arXiv, 2025.

  7. Alexander Schultheis; Yannis Bertrand; Joscha Grüger; Lukas Malburg; Ralph Bergmann; Estefanía Serral Asensio

    Case-based Data Quality Management for IoT Logs: A Case Study Focusing on Detection of Data Quality Issues

    In: Amiya Nayak (Hrsg.). IoT, Vol. 6, No. 4, MDPI, 10/2025.

  8. Nayari Lessa; Melya Boukheddimi; Frank Kirchner

    Unlocking the Potential of Soft Actor-Critic for Imitation Learning

    In: ArXiv e-prints (arxiv), Vol. 8, Pages 1-8, n.n. 10/2025.

  9. Junning Huang; Davide Tateo; Puze Liu; Jan Peters

    Adaptive Control Based Friction Estimation for Tracking Control of Robot Manipulators

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 10, No. 3, Pages 2454-2461, IEEE, 2025.

  10. Jan Speller; Malte Luttermann; Marcel Gehrke; Tanya Braun

    Compression Versus Accuracy: A Hierarchy of Lifted Models

    In: Inês Lynce; Nello Murano; Mauro Vallati; Serena Villata; Federico Chesani; Michela Milano; Andrea Omicini; Mehdi Dastani (Hrsg.). Proceedings of the Twenty-Eighth European Conference on Artificial Intelligence. European Conference on Artificial Intelligence (ECAI-2025), October 25-30, Bologna, Italy, Pages 5051-5058, Vol. 413, IOS Press, 10/2025.

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