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Jahr: 2022
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  1. Joe Watson; Jan Peters

    Inferring Smooth Control: Monte Carlo Posterior Policy Iteration with Gaussian Processes

    In: Karen Liu; Dana Kulic; Jeffrey Ichnowski (Hrsg.). Conference on Robot Learning, CoRL 2022. Conference on Robot Learning (CoRL-2022), December …

  2. Marius Memmel; Puze Liu; Davide Tateo; Jan Peters

    Dimensionality Reduction and Prioritized Exploration for Policy Search

    In: Gustau Camps-Valls; Francisco J. R. Ruiz; Isabel Valera (Hrsg.). International Conference on Artificial Intelligence and Statistics. International …

  3. Dieter Büchler; Simon Guist; Roberto Calandra; Vincent Berenz; Bernhard Schölkopf; Jan Peters

    Learning to Play Table Tennis From Scratch Using Muscular Robots

    In: IEEE Transactions on Robotics (T-RO), Vol. 38, No. 6, Pages 3850-3860, IEEE, 2022.

  4. Yi Zheng; Filipe Veiga; Jan Peters; Veronica J. Santos

    Autonomous Learning of Page Flipping Movements via Tactile Feedback

    In: IEEE Transactions on Robotics (T-RO), Vol. 38, No. 5, Pages 2734-2749, IEEE, 2022.

  5. Julen Urain; Davide Tateo; Jan Peters

    Learning Stable Vector Fields on Lie Groups

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 7, No. 4, Pages 12569-12576, IEEE, 2022.

  6. Tuan Dam; Georgia Chalvatzaki; Jan Peters; Joni Pajarinen

    Monte-Carlo Robot Path Planning

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 7, No. 4, Pages 11213-11220, IEEE, 2022.

  7. Snehal Jauhri; Jan Peters; Georgia Chalvatzaki

    Robot Learning of Mobile Manipulation With Reachability Behavior Priors

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 7, No. 3, Pages 8399-8406, IEEE, 2022.

  8. Niklas Funk; Charles B. Schaff; Rishabh Madan; Takuma Yoneda; Julen Urain De Jesus; Joe Watson; Ethan K. Gordon; Felix Widmaier; Stefan Bauer; Siddhartha S. Srinivasa; Tapomayukh Bhattacharjee; Matthew R. Walter; Jan Peters

    Benchmarking Structured Policies and Policy Optimization for Real-World Dexterous Object Manipulation

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 7, No. 1, Pages 478-485, IEEE, 2022.

  9. Riad Akrour; Davide Tateo; Jan Peters

    Continuous Action Reinforcement Learning From a Mixture of Interpretable Experts

    In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 44, No. 10, Pages 6795-6806, IEEE, 2022.

  10. Samuele Tosatto; Jo~ao Carvalho; Jan Peters

    Batch Reinforcement Learning With a Nonparametric Off-Policy Policy Gradient

    In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 44, No. 10, Pages 5996-6010, IEEE, 2022.

Jahr