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Publications

Displaying results 11 to 20 of 578.
  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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.

  7. 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 Processing (ICASSP-2014), May 4-9, Florence, Italy, Pages 7979-7983, IEEE, 2014.

  8. 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 Intelligent Autonomous Systems (IAS-13), Proceedings of the 13th International Conference, July 15-18, Padova, Italy, Pages 1601-1611, Advances in Intelligent Systems and Computing, Vol. 302, Springer, 2014.

  9. 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, Madrid, Spain, Pages 842-849, IEEE, 2014.

  10. Adria Colome; Gerhard Neumann; Jan Peters; Carme Torras

    Dimensionality reduction for 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 794-800, IEEE, 2014.