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Publications

Displaying results 21 to 30 of 39.
  1. Jens Kober; Jan Peters

    Imitation and Reinforcement Learning

    In: IEEE Robotics & Automation Magazine, Vol. 17, No. 2, Pages 55-62, IEEE, 2010.

  2. Tetsuro Morimura; Eiji Uchibe; Junichiro Yoshimoto; Jan Peters; Kenji Doya

    Derivatives of Logarithmic Stationary Distributions for Policy Gradient Reinforcement Learning

    In: Neural Computation, Vol. 22, No. 2, Pages 342-376, MIT Press, 2010.

  3. Daan Wierstra; Alexander Förster; Jan Peters; Jürgen Schmidhuber

    Recurrent policy gradients

    In: Logic Journal of the IGPL Oxford, Vol. 18, No. 5, Pages 620-634, Oxford University Press, 2010.

  4. Duy Nguyen-Tuong; Jan Peters

    Incremental Sparsification for Real-time Online Model Learning

    In: Yee Whye Teh; D. Mike Titterington (Hrsg.). Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics. …

  5. Manuel Gomez-Rodriguez; Jan Peters; N. Jeremy Hill; Bernhard Schölkopf; Alireza Gharabaghi; Moritz Grosse-Wentrup

    Closing the sensorimotor loop: Haptic feedback facilitates decoding of arm movement imagery

    In: 2010 IEEE International Conference on Systems, Man and Cybernetics. IEEE International Conference on Systems, Man, and Cybernetics (SMC-2010), …

  6. Katharina Mülling; Jens Kober; Jan Peters

    Simulating Human Table Tennis with a Biomimetic Robot Setup

    In: Stéphane Doncieux; Benoît Girard; Agnès Guillot; John Hallam; Jean-Arcady Meyer; Jean-Baptiste Mouret (Hrsg.). From Animals to Animats 11, 11th …

  7. Oliver Krömer; Renaud Detry; Justus H. Piater; Jan Peters

    Adapting Preshaped Grasping Movements Using Vision Descriptors

    In: Stéphane Doncieux; Benoît Girard; Agnès Guillot; John Hallam; Jean-Arcady Meyer; Jean-Baptiste Mouret (Hrsg.). From Animals to Animats 11, 11th …

  8. Silvia Chiappa; Jan Peters

    Movement extraction by detecting dynamics switches and repetitions

    In: John D. Lafferty; Christopher K. I. Williams; John Shawe-Taylor; Richard S. Zemel; Aron Culotta (Hrsg.). Advances in Neural Information Processing …

  9. Mauricio A. Álvarez; Jan Peters; Bernhard Schölkopf; Neil D. Lawrence

    Switched Latent Force Models for Movement Segmentation

    In: John D. Lafferty; Christopher K. I. Williams; John Shawe-Taylor; Richard S. Zemel; Aron Culotta (Hrsg.). Advances in Neural Information Processing …

  10. Jan Peters; Katharina Mülling; Jens Kober

    Experiments with Motor Primitives in Table Tennis

    In: Oussama Khatib; Vijay Kumar; Gaurav S. Sukhatme (Hrsg.). Experimental Robotics - The 12th International Symposium on Experimental Robotics. …