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Publikationen

 

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  1. Herke van Hoof; Oliver Kroemer; Jan Peters

    Probabilistic Segmentation and Targeted Exploration of Objects in Cluttered Environments

    In: IEEE Transactions on Robotics (T-RO), Vol. 30, No. 5, Pages 1198-1209, IEEE, 2014.

  2. Daan Wierstra; Tom Schaul; Tobias Glasmachers; Yi Sun; Jan Peters; Jürgen Schmidhuber

    Natural evolution strategies

    In: Journal of Machine Learning Research, Vol. 15, No. 1, Pages 949-980, JMLR, 2014.

  3. Christoph Dann; Gerhard Neumann; Jan Peters

    Policy evaluation with temporal differences: a survey and comparison

    In: Journal of Machine Learning Research, Vol. 15, No. 1, Pages 809-883, JMLR, 2014.

  4. Rudolf Lioutikov; Alexandros Paraschos; Jan Peters; Gerhard Neumann

    Generalizing Movements with Information-Theoretic Stochastic Optimal Control

    In: Journal of Aerospace Information Systems, Vol. 11, No. 9, Pages 579-595, American Institute of Aeronautics and Astronautics, 10/2014.

  5. Gerhard Neumann; Christian Daniel; Alexandros Paraschos; Andras Gabor Kupcsik; Jan Peters

    Learning modular policies for robotics

    In: Frontiers in Computational Neuroscience, Vol. 8, Pages 0-10, Frontiers, 2014.

  6. Katharina Mülling; Abdeslam Boularias; Betty J. Mohler; Bernhard Schölkopf; Jan Peters

    Learning strategies in table tennis using inverse reinforcement learning

    In: Biological Cybernetics, Vol. 108, No. 5, Pages 603-619, Springer, 4/2014.

  7. Babak Naderi; Tim Polzehl; André Beyer; tibor Pilz; Sebastian Möller

    Crowdee: Mobile Crowdsourcing Micro-task Platform for Celebrating the Diversity of Languages

    In: Proc. 15th Ann. Conf. of the Int. Speech Comm. Assoc. (Interspeech 2014), Show & Tell Session. Conference in the Annual Series of Interspeech …

  8. Babak Naderi; Ina Wechsung; Tim Polzehl; Sebastian Möller

    Development and Validation of Extrinsic Motivation Scale for Crowdsourcing Micro-task Platforms

    In: Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia. International ACM Workshop on Crowdsourcing for Multimedia …

  9. Tim Polzehl; Sebastian Möller; Alexander Raake

    Personality in Speech - Assessment and Automatic Classification

    XIV, ISBN 978-3-319-09516-5, Springer, 2014.