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Publikationen

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  1. 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. …

  2. 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 …

  3. 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, …

  4. Jens Kober; Katharina Mülling; Oliver Kroemer; Christoph H. Lampert; Bernhard Schölkopf; Jan Peters

    Movement templates for learning of hitting and batting

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

  5. Oliver Kroemer; Renaud Detry; Justus H. Piater; Jan Peters

    Grasping with Vision Descriptors and Motor Primitives

    In: Joaquim Filipe; Juan Andrade-Cetto; Jean-Louis Ferrier (Hrsg.). ICINCO 2010, Proceedings of the 7th International Conference on Informatics in …

  6. Katharina Mülling; Jens Kober; Jan Peters

    Learning table tennis with a Mixture of Motor Primitives

    In: 10th IEEE-RAS International Conference on Humanoid Robots. IEEE-RAS International Conference on Humanoid Robots (Humanoids-2010), December 6-8, …

  7. Jan Peters; Katharina Mülling; Yasemin Altun

    Relative Entropy Policy Search

    In: Maria Fox; David Poole (Hrsg.). Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial …

  8. 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.

  9. 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.

  10. Oliver Kroemer; Renaud Detry; Justus H. Piater; Jan Peters

    Combining active learning and reactive control for robot grasping

    In: Robotics and Autonomous Systems (RAS), Vol. 58, No. 9, Pages 1105-1116, Elsevier, 2010.