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  1. Yevgeny Seldin; Nicolò Cesa-Bianchi; François Laviolette; Peter Auer; John Shawe-Taylor; Jan Peters

    PAC-Bayesian Analysis of the Exploration-Exploitation Trade-off

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1105.4585, Pages 0-10, arXiv, 2011.

  2. Yevgeny Seldin; François Laviolette; John Shawe-Taylor; Jan Peters; Peter Auer

    PAC-Bayesian Analysis of Martingales and Multiarmed Bandits

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1105.2416, Pages 0-10, arXiv, 2011.

  3. Abdeslam Boularias; Jens Kober; Jan Peters

    Relative Entropy Inverse Reinforcement Learning

    In: Geoffrey J. Gordon; David B. Dunson; Miroslav Dudík (Hrsg.). Proceedings of the Fourteenth International Conference on Artificial Intelligence and …

  4. Oliver Kroemer; Jan Peters

    A Non-Parametric Approach to Dynamic Programming

    In: John Shawe-Taylor; Richard S. Zemel; Peter L. Bartlett; Fernando C. N. Pereira; Kilian Q. Weinberger (Hrsg.). Advances in Neural Information …

  5. Abdeslam Boularias; Oliver Kroemer; Jan Peters

    Learning robot grasping from 3-D images with Markov Random Fields

    In: 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  6. Botond Bocsi; Duy Nguyen-Tuong; Lehel Csató; Bernhard Schölkopf; Jan Peters

    Learning inverse kinematics with structured prediction

    In: 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  7. Jens Kober; Jan Peters

    Learning elementary movements jointly with a higher level task

    In: 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  8. F. Metze; Tim Polzehl; Alan Black

    A Review of Personality in Voice-Based Man Machine Interaction

    In: Julie A. Jacko (Hrsg.). Human-Computer Interaction. Interaction Techniques and Environments - 14th International Conference, HCI International …

  9. Modeling Speaker Personality using Voice

    In: Proc. 12th Ann. Conf. of the Int. Speech Communication Assoc. (Interspeech 2011). Conference in the Annual Series of Interspeech Events …

  10. Tim Polzehl; A. Schmitt; F. Metze; M. Wagner

    Anger Recognition in Speech Using Acoustic and Linguistic Cues

    In: Bjorn Schuller; Stefan Steidl; Anton Batliner (Hrsg.). Speech Communication, Vol. 53 - Special Issue: Sensing Emotion and Affect - Facing Realism …