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Publications

Displaying results 1961 to 1970 of 13872.

  1. 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 Conference, Proceedings. International Conference on Artificial Neural Networks (ICANN-2007), September 9-13, Porto, Portugal, Pages 697-706, Lecture Notes in Computer Science, Vol. 4668, Springer, 2007.

  2. 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 and Machine Learning (ESANN-2007), April 25-27, Bruges, Belgium, Pages 295-300, ESANN, 2007.

  3. 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, Kaiserslauten, Germany, Pages 138-144, Informatik Aktuell, Springer, 2007.

  4. 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. International Conference on Parallel Problem Solving From Nature (PPSN-2008), September 13-17, Dortmund, Germany, Pages 337-346, Lecture Notes in Computer Science, Vol. 5199, Springer, 2008.

  5. Stefan Schaal; Jan Peters; Jun Nakanishi; Auke Jan Ijspeert

    Learning Movement Primitives

    In: Paolo Dario; Raja Chatila (Hrsg.). Robotics Research, The Eleventh International Symposium. International Symposium of Robotics Research (ISRR-2003), October 19-22, Siena, Italy, Pages 561-572, Springer Tracts in Advanced Robotics (STAR), Vol. 15, Springer, 2003.

  6. Jan Peters; Michael N. Mistry; Firdaus E. Udwadia; Rick Cory; Jun Nakanishi; Stefan Schaal

    A unifying methodology for the control of robotic systems

    In: 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2005), August 2-6, Edmonton, Alberta, Canada, Pages 1824-1831, IEEE, 2005.

  7. Jo-Anne Ting; Michael N. Mistry; Jan Peters; Stefan Schaal; Jun Nakanishi

    A Bayesian Approach to Nonlinear Parameter Identification for Rigid Body Dynamics

    In: Gaurav S. Sukhatme; Stefan Schaal; Wolfram Burgard; Dieter Fox (Hrsg.). Robotics: Science and Systems II. Robotics: Science and Systems (RSS-2006), August 16-19, Philadelphia, PA, USA, The MIT Press, 2006.

  8. Jan Peters; Duy Nguyen-Tuong

    Real-time learning of resolved velocity control on a Mitsubishi PA-10

    In: 2008 IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2008), May 19-23, Pasadena, California, USA, Pages 2872-2877, IEEE, 2008.

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

    Episodic Reinforcement Learning by Logistic Reward-Weighted Regression

    In: Vera Kurková; Roman Neruda; Jan Koutník (Hrsg.). Artificial Neural Networks - ICANN 2008 , 18th International Conference, Proceedings. International Conference on Artificial Neural Networks (ICANN-2008), September 3-6, Prague, Czech Republic, Pages 407-416, Lecture Notes in Computer Science, Vol. 5163, Springer, 2008.

  10. Frank Sehnke; Christian Osendorfer; Thomas Rückstieß; Alex Graves; Jan Peters; Jürgen Schmidhuber

    Policy Gradients with Parameter-Based Exploration for Control

    In: Vera Kurková; Roman Neruda; Jan Koutník (Hrsg.). Artificial Neural Networks - ICANN 2008 , 18th International Conference, Proceedings. International Conference on Artificial Neural Networks (ICANN-2008), September 3-6, Prague, Czech Republic, Pages 387-396, Lecture Notes in Computer Science, Vol. 5163, Springer, 2008.

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