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Publications

Displaying results 1711 to 1720 of 3920.

  1. Dominik Straub; Tobias F. Niehues; Jan Peters; Constantin A. Rothkopf

    Inverse decision-making using neural amortized Bayesian actors

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2409.03710, Pages 1-22, arXiv, 2024.

  2. Joe Watson; Chen Song; Oliver Weeger; Theo Gruner; An T. 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: Computing Research Repository eprint Journal (CoRR), Vol. abs/2408.09840, Pages 1-61, arXiv, 2024.

  3. Julius Jankowski; Ante Maric; Puze Liu; Davide Tateo; Jan Peters; Sylvain Calinon

    Energy-based Contact Planning under Uncertainty for Robot Air Hockey

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2407.03705, Pages 1-7, arXiv, 2024.

  4. Christoph Zelch; Jan Peters; Oskar von Stryk

    Clustering of Motion Trajectories by a Distance Measure Based on Semantic Features

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2404.17269, Pages 1-8, arXiv, 2024.

  5. Puze Liu; Haitham Bou-Ammar; Jan Peters; Davide Tateo

    Safe Reinforcement Learning on the Constraint Manifold: Theory and Applications

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2404.09080, Pages 1-20, arXiv, 2024.

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

    Iterated Q-Network: Beyond the One-Step Bellman Operator

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2403.02107, Pages 1-26, arXiv, 2024.

  7. 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.

  8. 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.

  9. 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.

  10. 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.

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