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Year: 2018
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Displaying results 31 to 40 of 219.

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

    Inducing Probabilistic Context-Free Grammars for the Sequencing of Movement Primitives

    In: 2018 IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2018), May 21-25, Brisbane, Australia, Pages 1-8, IEEE, 2018.

  2. Paavo Parmas; Carl Edward Rasmussen; Jan Peters; Kenji Doya

    PIPPS: Flexible Model-Based Policy Search Robust to the Curse of Chaos

    In: Jennifer G. Dy; Andreas Krause (Hrsg.). Proceedings of the 35th International Conference on Machine Learning. International Conference on Machine Learning (ICML-2018), July 10-15, Stockholm, Sweden, Pages 4062-4071, Proceedings of Machine Learning Research, Vol. 80, PMLR, 2018.

  3. Okan Koc; Guilherme Maeda; Jan Peters

    Optimizing Execution of Dynamic Goal-Directed Robot Movements with Learning Control

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1807.01918, Pages 0-10, arXiv, 2018.

  4. Filipe Veiga; Benoni B. Edin; Jan Peters

    In-Hand Object Stabilization by Independent Finger Control

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1806.05031, Pages 0-10, arXiv, 2018.

  5. Riad Akrour; Filipe Veiga; Jan Peters; Gerhard Neumann

    Regularizing Reinforcement Learning with State Abstraction

    In: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2018), October 1-5, Madrid, Spain, Pages 534-539, IEEE, 2018.

  6. Dieter Buchler; Roberto Calandra; Bernhard Schölkopf; Jan Peters

    Control of Musculoskeletal Systems Using Learned Dynamics Models

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 3, No. 4, Pages 3161-3168, IEEE, 2018.

  7. Julia Vinogradska; Bastian Bischoff; Jan Peters

    Approximate Value Iteration Based on Numerical Quadrature

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 3, No. 2, Pages 1330-1337, IEEE, 2018.

  8. Simon Manschitz; Michael Gienger; Jens Kober; Jan Peters

    Mixture of Attractors: A Novel Movement Primitive Representation for Learning Motor Skills From Demonstrations

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 3, No. 2, Pages 926-933, IEEE, 2018.

  9. Oliver Kroemer; Simon Leischnig; Stefan Luettgen; Jan Peters

    A kernel-based approach to learning contact distributions for robot manipulation tasks

    In: Autonomous Robots, Vol. 42, No. 3, Pages 581-600, Springer, 2018.

  10. Alexandros Paraschos; Christian Daniel; Jan Peters; Gerhard Neumann

    Using probabilistic movement primitives in robotics

    In: Autonomous Robots, Vol. 42, No. 3, Pages 529-551, Springer, 2018.

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