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Jahr: 2017
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  1. Martin Mladenov; Vaishak Belle; Kristian Kersting

    The Symbolic Interior Point Method

    In: Satinder Singh; Shaul Markovitch (Hrsg.). Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence. AAAI Conference on …

  2. Youness Dehbi; Fabian Hadiji; Gerhard Gröger; Kristian Kersting; Lutz Plümer

    Statistical Relational Learning of Grammar Rules for 3D Building Reconstruction

    In: Transactions in GIS, Vol. 21, No. 1, Pages 134-150, Wiley, 2/2017.

  3. Joni Pajarinen; Ville Kyrki; Michael C. Koval; Siddhartha S. Srinivasa; Jan Peters; Gerhard Neumann

    Hybrid control trajectory optimization under uncertainty

    In: 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  4. Simone Parisi; Simon Ramstedt; Jan Peters

    Goal-driven dimensionality reduction for reinforcement learning

    In: 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  5. Felix End; Riad Akrour; Jan Peters; Gerhard Neumann

    Layered direct policy search for learning hierarchical skills

    In: 2017 IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2017), May 29 - June …

  6. Alexander Gabriel; Riad Akrour; Jan Peters; Gerhard Neumann

    Empowered skills

    In: 2017 IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2017), May 29 - June …

  7. Daniel Wilbers; Rudolf Lioutikov; Jan Peters

    Context-driven movement primitive adaptation

    In: 2017 IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2017), May 29 - June …

  8. Firas Abi-Farraj; Takayuki Osa; Nicolo Pedemonte; Jan Peters; Gerhard Neumann; Paolo Robuffo Giordano

    A learning-based shared control architecture for interactive task execution

    In: 2017 IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2017), May 29 - June …

  9. Riad Akrour; Dmitry Sorokin; Jan Peters; Gerhard Neumann

    Local Bayesian Optimization of Motor Skills

    In: Doina Precup; Yee Whye Teh (Hrsg.). Proceedings of the 34th International Conference on Machine Learning. International Conference on Machine …

  10. Elmar Rueckert; Moritz Nakatenus; Samuele Tosatto; Jan Peters

    Learning inverse dynamics models in O(n) time with LSTM networks

    In: 2017 IEEE-RAS 17th International Conference on Humanoid Robotics (Humanoids). IEEE-RAS International Conference on Humanoid Robots …

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