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Publikationen

 

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  1. Okan Koc; Guilherme Maeda; Gerhard Neumann; Jan Peters

    Optimizing robot striking movement primitives with Iterative Learning Control

    In: 15th IEEE-RAS International Conference on Humanoid Robots. IEEE-RAS International Conference on Humanoid Robots (Humanoids-2015), November 3-5, …

  2. Herke van Hoof; Jan Peters; Gerhard Neumann

    Learning of Non-Parametric Control Policies with High-Dimensional State Features

    In: Guy Lebanon; S. V. N. Vishwanathan (Hrsg.). Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics. …

  3. Christoph Dann; Gerhard Neumann; Jan Peters

    Policy Evaluation with Temporal Differences: A Survey and Comparison (Extended Abstract)

    In: Ronen I. Brafman; Carmel Domshlak; Patrik Haslum; Shlomo Zilberstein (Hrsg.). Proceedings of the Twenty-Fifth International Conference on …

  4. Christian Daniel; Oliver Kroemer; Malte Viering; Jan Metz; Jan Peters

    Active reward learning with a novel acquisition function

    In: Autonomous Robots, Vol. 39, No. 3, Pages 389-405, Springer, 2015.

  5. Jan Peters; Justus H. Piater; Robert Platt Jr.; Siddhartha S. Srinivasa

    Multimodal Manipulation Under Uncertainty (Dagstuhl Seminar 15411)

    In: Dagstuhl Reports, Vol. 5, No. 10, Pages 1-18, Dagstuhl, 2015.

  6. Filipe Veiga; Herke van Hoof; Jan Peters; Tucker Hermans

    Stabilizing novel objects by learning to predict tactile slip

    In: 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  7. Simon Manschitz; Jens Kober; Michael Gienger; Jan Peters

    Learning movement primitive attractor goals and sequential skills from kinesthetic demonstrations

    In: Robotics and Autonomous Systems (RAS), Vol. 74, Pages 97-107, Elsevier, 2015.

  8. Emmanouil Vasilomanolakis; Jörg Daubert; Manisha Luthra; Vangelis Gazis; Alex Wiesmaier; Panayotis Kikiras

    On the Security and Privacy of Internet of Things Architectures and Systems

    In: 2015 International Workshop on Secure Internet of Things (SIoT). European Symposium on Computer Security (ESORICS), Austria, Pages 49-57, ISBN …

  9. Christian Bauckhage; Kristian Kersting; Fabian Hadiji

    Maximum Entropy Models of Shortest Path and Outbreak Distributions in Networks

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1501.04232, Pages 0-10, arXiv, 2015.

  10. Christoph Ide; Fabian Hadiji; Lars Habel; Alejandro Molina; Thomas Zaksek; Michael Schreckenberg; Kristian Kersting; Christian Wietfeld

    LTE Connectivity and Vehicular Traffic Prediction Based on Machine Learning Approaches

    In: IEEE 82nd Vehicular Technology Conference. IEEE Vehicular Technology Conference (VTC-2015), September 6-9, Boston, MA, USA, Pages 1-5, IEEE, 2015.