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Jahr: 2010
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  1. Jens Kober; Jan Peters

    Imitation and Reinforcement Learning

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

  2. 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.

  3. 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.

  4. 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 …

  5. 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 …

  6. 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 …

  7. 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 …

  8. 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. …

  9. Ayse Erkan; Oliver Kroemer; Renaud Detry; Yasemin Altun; Justus H. Piater; Jan Peters

    Learning probabilistic discriminative models of grasp affordances under limited supervision

    In: 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  10. Duy Nguyen-Tuong; Jan Peters

    Using model knowledge for learning inverse dynamics

    In: IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2010), May 3-7, …

Jahr