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Jahr: 2014
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  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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.

  7. 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.

  8. Sanket Kamthe; Jan Peters; Marc Peter Deisenroth

    Multi-modal filtering for non-linear estimation

    In: 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). International Conference on Acoustics, Speech and Signal …

  9. Rudolf Lioutikov; Oliver Kroemer; Guilherme Maeda; Jan Peters

    Learning Manipulation by Sequencing Motor Primitives with a Two-Armed Robot

    In: Emanuele Menegatti; Nathan Michael; Karsten Berns; Hiroaki Yamaguchi (Hrsg.). Intelligent Autonomous Systems 13. International Conference on …

  10. Serena Ivaldi; Jan Peters; Vincent Padois; Francesco Nori

    Tools for simulating humanoid robot dynamics: A survey based on user feedback

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

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