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Publikationen

 

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  1. Marion Neumann; Babak Ahmadi; Kristian Kersting

    Markov Logic Sets: Towards Lifted Information Retrieval Using PageRank and Label Propagation

    In: Wolfram Burgard; Dan Roth (Hrsg.). Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial …

  2. Hendrik Blockeel; Karsten M. Borgwardt; Luc De Raedt; Pedro M. Domingos; Kristian Kersting; Xifeng Yan

    Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and statistical relational learning

    In: Machine Learning, Vol. 83, No. 2, Pages 133-135, Springer, 2011.

  3. Christian Thurau; Kristian Kersting; Mirwaes Wahabzada; Christian Bauckhage

    Convex non-negative matrix factorization for massive datasets

    In: Knowledge and Information Systems (KAIS), Vol. 29, No. 2, Pages 457-478, Springer, 2011.

  4. Duy Nguyen-Tuong; Jan Peters

    Learning task-space tracking control with kernels

    In: 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  5. Duy Nguyen-Tuong; Jan Peters

    Incremental online sparsification for model learning in real-time robot control

    In: Neurocomputing, Vol. 74, No. 11, Pages 1859-1867, Elsevier, 2011.

  6. Roberto Lampariello; Duy Nguyen-Tuong; Claudio Castellini; Gerd Hirzinger; Jan Peters

    Trajectory planning for optimal robot catching in real-time

    In: IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2011), May 9-13, …

  7. Oliver Kroemer; Jan Peters

    A flexible hybrid framework for modeling complex manipulation tasks

    In: IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2011), May 8-13, …

  8. Oliver Kroemer; Jan Peters

    Active exploration for robot parameter selection in episodic reinforcement learning

    In: ADPRL 2011 - 2011 IEEE Symposium on Adaptive Dynamic Programming And Reinforcement Learning. IEEE Symposium on Adaptive Dynamic Programming And …

  9. Zhikun Wang; Abdeslam Boularias; Katharina Mülling; Jan Peters

    Modeling Opponent Actions for Table-Tennis Playing Robot

    In: Wolfram Burgard; Dan Roth (Hrsg.). Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial …

  10. Zhikun Wang; Abdeslam Boularias; Katharina Mülling; Jan Peters

    Balancing Safety and Exploitability in Opponent Modeling

    In: Wolfram Burgard; Dan Roth (Hrsg.). Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial …