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Jahr: 2014
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  1. Kevin Sebastian Luck; Gerhard Neumann; Erik Berger; Jan Peters; Heni Ben Amor

    Latent space policy search for robotics

    In: 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  2. Oliver Kroemer; Herke van Hoof; Gerhard Neumann; Jan Peters

    Learning to predict phases of manipulation tasks as hidden states

    In: 2014 IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2014), May 31 - June …

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

    Sample-based informationl-theoretic stochastic optimal control

    In: 2014 IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2014), May 31 - June …

  4. Bastian Bischoff; Duy Nguyen-Tuong; Herke van Hoof; Andrew McHutchon; Carl E. Rasmussen; Alois C. Knoll; Jan Peters; Marc Peter Deisenroth

    Policy search for learning robot control using sparse data

    In: 2014 IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2014), May 31 - June …

  5. Sascha Brandi; Oliver Kroemer; Jan Peters

    Generalizing pouring actions between objects using warped parameters

    In: 14th IEEE-RAS International Conference on Humanoid Robots. IEEE-RAS International Conference on Humanoid Robots (Humanoids-2014), November 18-20, …

  6. Guilherme Maeda; Marco Ewerton; Rudolf Lioutikov; Heni Ben Amor; Jan Peters; Gerhard Neumann

    Learning interaction for collaborative tasks with probabilistic movement primitives

    In: 14th IEEE-RAS International Conference on Humanoid Robots. IEEE-RAS International Conference on Humanoid Robots (Humanoids-2014), November 18-20, …

  7. Elmar Rueckert; Max Mindt; Jan Peters; Gerhard Neumann

    Robust policy updates for stochastic optimal control

    In: 14th IEEE-RAS International Conference on Humanoid Robots. IEEE-RAS International Conference on Humanoid Robots (Humanoids-2014), November 18-20, …

  8. 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.

  9. 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.

  10. 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.

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