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Jahr: 2014
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  1. 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, Madrid, Spain, Pages 527-534, IEEE, 2014.

  2. 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, Madrid, Spain, Pages 388-393, IEEE, 2014.

  3. 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.

  4. 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.

  5. 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.

  6. 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.

  7. 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.

  8. 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.

  9. Heni Ben Amor; Ashutosh Saxena; Nicolas Hudson; Jan Peters

    Special issue on autonomous grasping and manipulation

    In: Autonomous Robots, Vol. 36, No. 1-2, Pages 1-3, Springer, 2014.

  10. Botond Attila Bócsi; Lehel Csató; Jan Peters

    Indirect robot model learning for tracking control

    In: Advanced Robotics, Vol. 28, No. 9, Pages 589-599, Taylor & Francis Online, 2014.

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