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Publikationen

Zeige Ergebnisse 2011 bis 2020 von 13895.

  1. 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.

  2. 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.

  3. 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.

  4. Janosch Moos; Kay Hansel; Hany Abdulsamad; Svenja Stark; Debora Clever; Jan Peters

    Robust Reinforcement Learning: A Review of Foundations and Recent Advances

    In: Machine Learning and Knowledge Extraction, Vol. 4, No. 1, Pages 276-315, MDPI, 3/2022.

  5. Puze Liu; Kuo Zhang; Davide Tateo; Snehal Jauhri; Jan Peters; Georgia Chalvatzaki

    Regularized Deep Signed Distance Fields for Reactive Motion Generation

    In: IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2022), October 23-27, Kyoto, Japan, Pages 6673-6680, IEEE, 2022.

  6. Kai Ploeger; Jan Peters

    Controlling the Cascade: Kinematic Planning for N-ball Toss Juggling

    In: IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2022), October 23-27, Kyoto, Japan, Pages 1139-1144, IEEE, 2022.

  7. Pascal Klink; Haoyi Yang; Carlo D'Eramo; Jan Peters; Joni Pajarinen

    Curriculum Reinforcement Learning via Constrained Optimal Transport

    In: Kamalika Chaudhuri; Stefanie Jegelka; Le Song; Csaba Szepesvári; Gang Niu; Sivan Sabato (Hrsg.). International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. International Conference on Machine Learning (ICML), Pages 11341-11358, Proceedings of Machine Learning Research, Vol. 162, PMLR, 2022.

  8. Pascal Klink; Carlo D'Eramo; Jan Peters; Joni Pajarinen

    Boosted Curriculum Reinforcement Learning

    In: The Tenth International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2022), April 25-29, OpenReview.net, 2022.

  9. Jo~ao Carvalho; Jan Peters

    An Analysis of Measure-Valued Derivatives for Policy Gradients

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2203.03917, Pages 0-10, arXiv, 2022.

  10. Stefan Löckel; Siwei Ju; Maximilian Schaller; Peter van Vliet; Jan Peters

    An Adaptive Human Driver Model for Realistic Race Car Simulations

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2203.01909, Pages 0-10, arXiv, 2022.

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