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Publications

Displaying results 1 to 10 of 8417.
  1. Jens Kober; Jan Peters

    Policy search for motor primitives in robotics

    In: Machine Learning, Vol. 84, No. 1-2, Pages 171-203, Springer, 2011.

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

    Learning visual representations for perception-action systems

    In: International Journal of Robotics Research (IJRR), Vol. 30, No. 3, Pages 294-307, Sage Publications, 2011.

  3. Duy Nguyen-Tuong; Jan Peters

    Model learning for robot control: a survey

    In: Cognitive Processing, Vol. 12, No. 4, Pages 319-340, Springer, 2011.

  4. Katharina Mülling; Jens Kober; Jan Peters

    A biomimetic approach to robot table tennis

    In: Adaptive Behavior, Vol. 19, No. 5, Pages 359-376, Sage Publications, 2011.

  5. Jens Kober; Jan Peters

    Learning Prioritized Control of Motor Primitives

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1209.0488, Pages 0-10, arXiv, 2012.

  6. Zhikun Wang; Marc Peter Deisenroth; Heni Ben Amor; David Vogt; Bernhard Schölkopf; Jan Peters

    Probabilistic Modeling of Human Movements for Intention Inference

    In: Nicholas Roy; Paul Newman; Siddhartha S. Srinivasa (Hrsg.). Robotics: Science and Systems VIII. Robotics: Science and Systems (RSS-2012), July …

  7. Abdeslam Boularias; Oliver Krömer; Jan Peters

    Structured Apprenticeship Learning

    In: Peter A. Flach; Tijl De Bie; Nello Cristianini (Hrsg.). Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD …

  8. Abdeslam Boularias; Oliver Kroemer; Jan Peters

    Algorithms for Learning Markov Field Policies

    In: Peter L. Bartlett; Fernando C. N. Pereira; Christopher J. C. Burges; Léon Bottou; Kilian Q. Weinberger (Hrsg.). Advances in Neural Information …

  9. Jens Kober; Katharina Mülling; Jan Peters

    Learning throwing and catching skills

    In: 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  10. Herke van Hoof; Oliver Kroemer; Heni Ben Amor; Jan Peters

    Maximally informative interaction learning for scene exploration

    In: 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …