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Publications

Displaying results 41 to 50 of 93.
  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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.

  7. 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.

  8. Jens Kober; Jan Peters

    Learning Motor Skills - From Algorithms to Robot Experiments

    Springer Tracts in Advanced Robotics, Vol. 97, ISBN 978-3-319-03193-4, Springer, 2014.

  9. Vicenç Gómez; Hilbert J. Kappen; Jan Peters; Gerhard Neumann

    Policy Search for Path Integral Control

    In: Toon Calders; Floriana Esposito; Eyke Hüllermeier; Rosa Meo (Hrsg.). Machine Learning and Knowledge Discovery in Databases - European Conference, …

  10. Roberto Calandra; Nakul Gopalan; André Seyfarth; Jan Peters; Marc Peter Deisenroth

    Bayesian Gait Optimization for Bipedal Locomotion

    In: Panos M. Pardalos; Mauricio G. C. Resende; Chrysafis Vogiatzis; Jose L. Walteros (Hrsg.). Learning and Intelligent Optimization - 8th …