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Publikationen

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Jahr: 2014
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  1. Oliver Kroemer; Jan Peters

    Predicting object interactions from contact distributions

    In: 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2014), September 14-18, Chicago, IL, USA, Pages 3361-3367, IEEE, 2014.

  2. 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 (IROS-2014), September 14-18, Chicago, IL, USA, Pages 1434-1440, IEEE, 2014.

  3. 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 7, Hong Kong, China, Pages 4009-4014, IEEE, 2014.

  4. 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 7, Hong Kong, China, Pages 3896-3902, IEEE, 2014.

  5. 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 7, Hong Kong, China, Pages 3882-3887, IEEE, 2014.

  6. Marc Peter Deisenroth; Peter Englert; Jan Peters; Dieter Fox

    Multi-task policy search for robotics

    In: 2014 IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2014), May 31 - June 7, Hong Kong, China, Pages 3876-3881, IEEE, 2014.

  7. Heni Ben Amor; Gerhard Neumann; Sanket Kamthe; Oliver Kroemer; Jan Peters

    Interaction primitives for human-robot cooperation tasks

    In: 2014 IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2014), May 31 - June 7, Hong Kong, China, Pages 2831-2837, IEEE, 2014.

  8. Roberto Calandra; André Seyfarth; Jan Peters; Marc Peter Deisenroth

    An experimental comparison of Bayesian optimization for bipedal locomotion

    In: 2014 IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2014), May 31 - June 7, Hong Kong, China, Pages 1951-1958, IEEE, 2014.

  9. 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.

  10. 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.

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