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Publications

 

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Displaying results 1 to 10 of 13065.

  1. Jan Peters; Stefan Schaal

    Reinforcement Learning for Parameterized Motor Primitives

    In: Proceedings of the International Joint Conference on Neural Networks, IJCNN 2006. International Joint Conference on Neural Networks (IJCNN-2006), …

  2. Jun Nakanishi; Michael N. Mistry; Jan Peters; Stefan Schaal

    Towards compliant humanoids-an experimental assessment of suitable task space position/orientation controllers

    In: 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  3. Jan Peters; Stefan Schaal

    Policy Learning for Motor Skills

    In: Masumi Ishikawa; Kenji Doya; Hiroyuki Miyamoto; Takeshi Yamakawa (Hrsg.). Neural Information Processing, 14th International Conference. …

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

    Solving Deep Memory POMDPs with Recurrent Policy Gradients

    In: Joaquim Marques de Sá; Luís A. Alexandre; Wlodzislaw Duch; Danilo P. Mandic (Hrsg.). Artificial Neural Networks - ICANN 2007, 17th International …

  5. Jan Peters; Stefan Schaal

    Applying the Episodic Natural Actor-Critic Architecture to Motor Primitive Learning

    In: 15th European Symposium on Artificial Neural Networks, Proceedings. European Symposium on Artificial Neural Networks, Computational Intelligence …

  6. Jan Peters; Stefan Schaal; Bernhard Schölkopf

    Towards Machine Learning of Motor Skills

    In: Karsten Berns; Tobias Luksch (Hrsg.). Autonome Mobile Systeme 2007, 20. Fachgespräch. Autonome Mobile Systeme (AMS-2007), October 18-19, …

  7. Daan Wierstra; Tom Schaul; Jan Peters; Jürgen Schmidhuber

    Fitness Expectation Maximization

    In: Günter Rudolph; Thomas Jansen; Simon M. Lucas; Carlo Poloni; Nicola Beume (Hrsg.). Parallel Problem Solving from Nature - PPSN X, Proceedings. …

  8. Gerhard Neumann; Jan Peters

    Fitted Q-iteration by Advantage Weighted Regression

    In: Daphne Koller; Dale Schuurmans; Yoshua Bengio; Léon Bottou (Hrsg.). Advances in Neural Information Processing Systems 21, Proceedings of the …

  9. Jens Kober; Betty J. Mohler; Jan Peters

    Learning perceptual coupling for motor primitives

    In: 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  10. Duy Nguyen-Tuong; Jan Peters

    Local Gaussian process regression for real-time model-based robot control

    In: 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

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