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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. Jeremy L. Wyatt; Peter Dayan; Ales Leonardis; Jan Peters

    Exploration and Curiosity in Robot Learning and Inference (Dagstuhl Seminar 11131)

    In: Dagstuhl Reports, Vol. 1, No. 3, Pages 67-95, Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, 2011.

  5. Yevgeny Seldin; Nicolò Cesa-Bianchi; François Laviolette; Peter Auer; John Shawe-Taylor; Jan Peters

    PAC-Bayesian Analysis of the Exploration-Exploitation Trade-off

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1105.4585, Pages 0-10, arXiv, 2011.

  6. Yevgeny Seldin; François Laviolette; John Shawe-Taylor; Jan Peters; Peter Auer

    PAC-Bayesian Analysis of Martingales and Multiarmed Bandits

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1105.2416, Pages 0-10, arXiv, 2011.

  7. 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 …

  8. 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 …

  9. 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 …

  10. Oliver Kroemer; Christoph H. Lampert; Jan Peters

    Learning Dynamic Tactile Sensing With Robust Vision-Based Training

    In: IEEE Transactions on Robotics (T-RO), Vol. 27, No. 3, Pages 545-557, IEEE, 2011.