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Publikationen

Zeige Ergebnisse 201 bis 210 von 14766.

  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. 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.

  6. Lars Nolle

    Towards a Technical Definition of Artificial Intelligence and Machine Learning Software Systems

    In: Artificial Intelligence XLII. SGAI International Conference on Artificial Intelligence (AI-2025), 45th SGAI International Conference on Artificial Intelligence, December 16-18, Cambridge, United Kingdom, Pages 334-340, Lecture Notes in Computer Science, ISBN 978-3-032-11401-3, Springer Nature Switzerland, Cham, 12/2025.

  7. Max Bramer; Frederic Theodor Stahl (Hrsg.)

    Artificial Intelligence XLII

    SGAI International Conference on Artificial Intelligence (AI-2025), 45th SGAI International Conference on Artificial Intelligence, December 16-18, Cambridge, United Kingdom, Lecture Notes in Computer Science (LNAI), Vol. 16302, Springer Nature Switzerland, Cham, 12/2025.

  8. Max Bramer; Frederic Theodor Stahl (Hrsg.)

    Artificial Intelligence XLII

    SGAI International Conference on Artificial Intelligence (AI-2025), 45th SGAI International Conference on Artificial Intelligence, December 16-18, Cambridge, United Kingdom, Lecture Notes in Computer Science (LNAI), Vol. 16301, Springer Nature Switzerland, Cham, 12/2025.

  9. Shivshankar Aiwale; Frederic Theodor Stahl; Lily Sun

    HAD-QC: A Hybrid AI Approach for Automated Quality Control of Argo Float Data

    In: Artificial Intelligence XLII (SGAI-AI 2025). SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence (AI-2025), December 16-18, Cambridge, United Kingdom, Lecture Notes in Computer Science (LNAI), Vol. 16302, Springer Nature Switzerland, Cham, 12/2025.

  10. Saif Alzu; Frederic Theodor Stahl; Mohammed Al-Khafajiy

    Detect, Decide, Explain: An Intelligent Framework for Zero-Day Network Attack Detection

    In: Max Bramer; Frederic Theodor Stahl (Hrsg.). Artificial Intelligence XLII (SGAI-AI 2025). SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence (AI-2025), December 16-18, Cambridge, United Kingdom, Pages 3-17, Lecture Notes in Computer Science (LNAI), Vol. 16302, ISBN ISSN/ISBN: 0302-9743, Springer Nature Switzerland, Cham, 12/2025.

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