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Year: 2020
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Displaying results 1 to 10 of 599.

  1. Nandini Ramanan; Mayukh Das; Kristian Kersting; Sriraam Natarajan

    Discriminative Non-Parametric Learning of Arithmetic Circuits

    In: Manfred Jaeger; Thomas Dyhre Nielsen (Hrsg.). Proceedings of the 10th International Conference on Probabilistic Graphical Models. International Conference on Probabilistic Graphical Models (PGM-2020), September 23-25, Aalborg, Denmark, Pages 353-364, Proceedings of Machine Learning Research, Vol. 138, PMLR, 2020.

  2. Dorothea Koert; Maximilian Kircher; Vildan Salikutluk; Carlo D'Eramo; Jan Peters

    Multi-Channel Interactive Reinforcement Learning for Sequential Tasks

    In: Frontiers in Robotics and AI, Vol. 7, Pages 0-10, Frontiers, 2020.

  3. Marco Ewerton; Oleg Arenz; Jan Peters

    Assisted teleoperation in changing environments with a mixture of virtual guides

    In: Advanced Robotics, Vol. 34, No. 18, Pages 1157-1170, Taylor & Francis Online, 2020.

  4. Mikko Lauri; Joni Pajarinen; Jan Peters

    Multi-agent active information gathering in discrete and continuous-state decentralized POMDPs by policy graph improvement

    In: International Journal on Autonomous Agents and Multi-Agent Systems (JAAMAS), Vol. 34, No. 2, Pages 0-10, Springer, 2020.

  5. Sebastián Gómez-González; Sergey Prokudin; Bernhard Schölkopf; Jan Peters

    Real Time Trajectory Prediction Using Deep Conditional Generative Models

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 5, No. 2, Pages 970-976, IEEE, 2020.

  6. Julia Vinogradska; Bastian Bischoff; Jan Achterhold; Torsten Koller; Jan Peters

    Numerical Quadrature for Probabilistic Policy Search

    In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 42, No. 1, Pages 164-175, IEEE, 2020.

  7. Rudolf Lioutikov; Guilherme Maeda; Filipe Veiga; Kristian Kersting; Jan Peters

    Learning attribute grammars for movement primitive sequencing

    In: International Journal of Robotics Research (IJRR), Vol. 39, No. 1, Pages 0-10, Sage Publications, 2020.

  8. Dorothea Koert; Susanne Trick; Marco Ewerton; Michael Lutter; Jan Peters

    Incremental Learning of an Open-Ended Collaborative Skill Library

    In: International Journal of Humanoid Robotics (IJHR), Vol. 17, No. 1, Pages 2050001:1-2050001:23, World Scientific Publishing Co. 2020.

  9. Filipe Veiga; Riad Akrour; Jan Peters

    Hierarchical Tactile-Based Control Decomposition of Dexterous In-Hand Manipulation Tasks

    In: Frontiers in Robotics and AI, Vol. 7, Pages 0-10, Frontiers, 2020.

  10. Julen Urain; Michele Ginesi; Davide Tateo; Jan Peters

    ImitationFlow: Learning Deep Stable Stochastic Dynamic Systems by Normalizing Flows

    In: IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2020), October 24 - January 24, Las Vegas, NV, USA, Pages 5231-5237, IEEE, 2020.

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