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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. Oliviu Ghica; Goce Trajcevski; Marco Zuniga; René Schubotz; Marco Zuniga; Peter Scheuermann; Manfred Hauswirth

    Multi-Pole Field Persistent Routing with Bounded Delay in Wireless Sensor Networks

    Technical Report, Northwestern University, Northwestern University Technical Reports, Vol. NWU-EECS-11-04, 2011.

  9. Bruce McLaren; S. Isotani

    When is it best to learn with all worked examples?

    In: Gautam Biswas; Susan Bull; Judy Kay; Antonija Mitrovic (Hrsg.). Artificial Intelligence in Education; Proceedings of the 15th International …

  10. Bruce McLaren; Kevin D. Ashley

    Can temporal representation and reasoning make a difference in automated legal reasoning? Lessons from an AI-based ethical reasoner

    In: Kevin Ashley; Tom van Engers (Hrsg.). Proceedings of the Thirteenth International Conference on Artificial Intelligence and Law. International …