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Publications

Displaying results 1591 to 1600 of 8861.

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. Simon Kohaut; Nikolas Hohmann; Sebastian Brulin; Benedict Flade; Julian Eggert; Markus Olhofer; Jürgen Adamy; Devendra Singh Dhami; Kristian Kersting

    Hybrid Many-Objective Optimization in Probabilistic Mission Design for Compliant and Effective UAV Routing

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2412.18514, Pages 1-24, arXiv, 2024.

  6. Simon Kohaut; Benedict Flade; Julian Eggert; Devendra Singh Dhami; Kristian Kersting

    StaR Maps: Unveiling Uncertainty in Geospatial Relations

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2412.18356, Pages 1-8, arXiv, 2024.

  7. Simon Kohaut; Felix Divo; Benedict Flade; Devendra Singh Dhami; Julian Eggert; Kristian Kersting

    The Constitutional Filter

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2412.18347, Pages 1-8, arXiv, 2024.

  8. Felix Friedrich; Simone Tedeschi; Patrick Schramowski; Manuel Brack; Roberto Navigli; Huu Nguyen; Bo Li; Kristian Kersting

    LLMs Lost in Translation: M-ALERT uncovers Cross-Linguistic Safety Gaps

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2412.15035, Pages 1-20, arXiv, 2024.

  9. Arseny Skryagin; Daniel Ochs; Phillip Deibert; Simon Kohaut; Devendra Singh Dhami; Kristian Kersting

    Answer Set Networks: Casting Answer Set Programming into Deep Learning

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2412.14814, Pages 1-16, arXiv, 2024.

  10. Sriraam Natarajan; Saurabh Mathur; Sahil Sidheekh; Wolfgang Stammer; Kristian Kersting

    Human-in-the-loop or AI-in-the-loop? Automate or Collaborate?

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2412.14232, Pages 1-7, arXiv, 2024.

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