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Publikationen

Zeige Ergebnisse 1 bis 10 von 533
  1. Matthew Hoffman; Nando de Freitas; Arnaud Doucet; Jan Peters

    An Expectation Maximization Algorithm for Continuous Markov Decision Processes with Arbitrary Reward

    In: David A. Van Dyk; Max Welling (Hrsg.). Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics. …

  2. Jan Peters; Jun Morimoto; Russ Tedrake; Nicholas Roy

    Robot learning [TC Spotlight]

    In: IEEE Robotics & Automation Magazine, Vol. 16, No. 3, Pages 19-20, IEEE, 2009.

  3. Hirotaka Hachiya; Takayuki Akiyama; Masashi Sugiyama; Jan Peters

    Adaptive importance sampling for value function approximation in off-policy reinforcement learning

    In: Neural Networks, Vol. 22, No. 10, Pages 1399-1410, Elsevier, 2009.

  4. Marc Peter Deisenroth; Carl Edward Rasmussen; Jan Peters

    Gaussian process dynamic programming

    In: Neurocomputing, Vol. 72, No. 7-9, Pages 1508-1524, Elsevier, 2009.

  5. Duy Nguyen-Tuong; Matthias W. Seeger; Jan Peters

    Model Learning with Local Gaussian Process Regression

    In: Advanced Robotics, Vol. 23, No. 15, Pages 2015-2034, Taylor & Francis Online, 2009.

  6. Michael Beetz; Oliver Brock; Gordon Cheng; Jan Peters

    09341 Summary - Cognition, Control and Learning for Robot Manipulation in Human Environments

    In: Michael Beetz; Oliver Brock; Gordon Cheng; Jan Peters (Hrsg.). 09341 Abstracts Collection - Cognition, Control and Learning for Robot Manipulation …

  7. Michael Beetz; Oliver Brock; Gordon Cheng; Jan Peters (Hrsg.)

    09341 Abstracts Collection - Cognition, Control and Learning for Robot Manipulation in Human Environments

    Cognition, Control and Learning for Robot Manipulation in Human Environments, August 16-21, Schloss Dagstuhl, Germany, Dagstuhl Seminar Proceedings, …

  8. Hirotaka Hachiya; Jan Peters; Masashi Sugiyama

    Efficient Sample Reuse in EM-Based Policy Search

    In: Wray L. Buntine; Marko Grobelnik; Dunja Mladenic; John Shawe-Taylor (Hrsg.). Machine Learning and Knowledge Discovery in Databases, European …

  9. Jan Peters; Katharina Mülling; Jens Kober; Duy Nguyen-Tuong; Oliver Krömer

    Towards Motor Skill Learning for Robotics

    In: Cédric Pradalier; Roland Siegwart; Gerhard Hirzinger (Hrsg.). Robotics Research - The 14th International Symposium ISRR. International Symposium …

  10. Justus H. Piater; Sébastien Jodogne; Renaud Detry; Dirk Kraft; Norbert Krüger; Oliver Krömer; Jan Peters

    Learning Visual Representations for Interactive Systems

    In: Cédric Pradalier; Roland Siegwart; Gerhard Hirzinger (Hrsg.). Robotics Research - The 14th International Symposium ISRR. International Symposium …