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Publications

 

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Displaying results 1 to 10 of 12875.
  1. Frank Sehnke; Christian Osendorfer; Thomas Rückstieß; Alex Graves; Jan Peters; Jürgen Schmidhuber

    Parameter-exploring policy gradients

    In: Neural Networks, Vol. 23, No. 4, Pages 551-559, Elsevier, 2010.

  2. Jan Peters; Jens Kober; Stefan Schaal

    Algorithmen zum Automatischen Erlernen von Motorfähigkeiten (Policy Learning Algorithms for Motor Skills)

    In: at Automatisierungstechnik, Vol. 58, No. 12, Pages 688-694, De Gruyter, 2010.

  3. Duy Nguyen-Tuong; Jan Peters

    Learning task-space tracking control with kernels

    In: 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  4. Duy Nguyen-Tuong; Jan Peters

    Incremental online sparsification for model learning in real-time robot control

    In: Neurocomputing, Vol. 74, No. 11, Pages 1859-1867, Elsevier, 2011.

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

    Probabilistic Movement Primitives

    In: Christopher J. C. Burges; Léon Bottou; Zoubin Ghahramani; Kilian Q. Weinberger (Hrsg.). Advances in Neural Information Processing Systems 26: 27th …

  6. Christian Daniel; Malte Viering; Jan Metz; Oliver Kroemer; Jan Peters

    Active Reward Learning

    In: Dieter Fox; Lydia E. Kavraki; Hanna Kurniawati (Hrsg.). Robotics: Science and Systems X. Robotics: Science and Systems (RSS-2014), July 12-16, …

  7. Abbas Abdolmaleki; Nima Shafii; Luís Paulo Reis; Nuno Lau; Jan Peters; Gerhard Neumann

    Omnidirectional Walking with a Compliant Inverted Pendulum Model

    In: Ana L.C. Bazzan; Karim Pichara (Hrsg.). Advances in Artificial Intelligence - IBERAMIA 2014 - 14th Ibero-American Conference on AI, Proceedings. …

  8. Jan Peters; Justus H. Piater; Robert Platt Jr.; Siddhartha S. Srinivasa

    Multimodal Manipulation Under Uncertainty (Dagstuhl Seminar 15411)

    In: Dagstuhl Reports, Vol. 5, No. 10, Pages 1-18, Dagstuhl, 2015.

  9. Filipe Veiga; Herke van Hoof; Jan Peters; Tucker Hermans

    Stabilizing novel objects by learning to predict tactile slip

    In: 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

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

    Learning movement primitive attractor goals and sequential skills from kinesthetic demonstrations

    In: Robotics and Autonomous Systems (RAS), Vol. 74, Pages 97-107, Elsevier, 2015.