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Jahr: 2007
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  1. Jan Peters; Stefan Schaal

    Policy Learning for Motor Skills

    In: Masumi Ishikawa; Kenji Doya; Hiroyuki Miyamoto; Takeshi Yamakawa (Hrsg.). Neural Information Processing, 14th International Conference. International Conference on Neural Information Processing (ICONIP-2007), November 13-16, Kitakyushu, Japan, Pages 233-242, Lecture Notes in Computer Science, Vol. 4985, Springer, 2007.

  2. Daan Wierstra; Alexander Förster; Jan Peters; Jürgen Schmidhuber

    Solving Deep Memory POMDPs with Recurrent Policy Gradients

    In: Joaquim Marques de Sá; Luís A. Alexandre; Wlodzislaw Duch; Danilo P. Mandic (Hrsg.). Artificial Neural Networks - ICANN 2007, 17th International Conference, Proceedings. International Conference on Artificial Neural Networks (ICANN-2007), September 9-13, Porto, Portugal, Pages 697-706, Lecture Notes in Computer Science, Vol. 4668, Springer, 2007.

  3. Jan Peters; Stefan Schaal

    Applying the Episodic Natural Actor-Critic Architecture to Motor Primitive Learning

    In: 15th European Symposium on Artificial Neural Networks, Proceedings. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN-2007), April 25-27, Bruges, Belgium, Pages 295-300, ESANN, 2007.

  4. Jan Peters; Stefan Schaal; Bernhard Schölkopf

    Towards Machine Learning of Motor Skills

    In: Karsten Berns; Tobias Luksch (Hrsg.). Autonome Mobile Systeme 2007, 20. Fachgespräch. Autonome Mobile Systeme (AMS-2007), October 18-19, Kaiserslauten, Germany, Pages 138-144, Informatik Aktuell, Springer, 2007.

  5. Carsten Binnig; Donald Kossmann; Eric Lo; M. Tamer Özsu

    QAGen: generating query-aware test databases

    In: Chee Yong Chan; Beng Chin Ooi; Aoying Zhou (Hrsg.). Proceedings of the ACM SIGMOD International Conference on Management of Data. ACM SIGMOD International Conference on Management of Data (SIGMOD-2007), June 12-14, Beijing, China, Pages 341-352, ACM, 2007.

  6. Carsten Binnig; Donald Kossmann; Eric Lo

    Reverse Query Processing

    In: Rada Chirkova; Asuman Dogac; M. Tamer Özsu; Timos K. Sellis (Hrsg.). Proceedings of the 23rd International Conference on Data Engineering. IEEE International Conference on Data Engineering (ICDE-2007), April 15-20, Istanbul, Turkey, Pages 506-515, IEEE Computer Society, 2007.

  7. Luc De Raedt; Thomas G. Dietterich; Lise Getoor; Kristian Kersting; Stephen H. Muggleton (Hrsg.)

    07161 Abstracts Collection -- Probabilistic, Logical and Relational Learning - A Further Synthesis

    Probabilistic, Logical and Relational Learning - A Further Synthesis, April 14-20, Schloss Dagstuhl, Germany, Dagstuhl Seminar Proceedings, Vol. 07161, Internationales Begegnungs- und Forschungszentrum für Informatik (IBFI), Schloss Dagstuhl, Germany, 2007.

  8. Kristian Kersting; Christian Plagemann; Patrick Pfaff; Wolfram Burgard

    Most likely heteroscedastic Gaussian process regression

    In: Zoubin Ghahramani (Hrsg.). Machine Learning, Proceedings of the Twenty-Fourth International Conference. International Conference on Machine Learning (ICML-2007), Pages 393-400, ACM International Conference Proceeding Series, Vol. 227, ACM, 2007.

  9. Kristian Kersting; Christian Plagemann; Alexandru Cocora; Wolfram Burgard; Luc De Raedt

    Learning to transfer optimal navigation policies

    In: Advanced Robotics, Vol. 21, No. 13, Pages 1565-1582, Taylor & Francis Online, 2007.

  10. Klaus-Dieter Althoff; Kerstin Bach; Jan-Oliver Deutsch; Alexandre Hanft; Jens Mänz; Thomas Müller; Régis Newo; Meike Reichle; Martin Schaaf; Karl-Heinz Weis

    Collaborative Multi-Expert-Systems - Realizing Knowledge-Lines with Case Factories and Distributed Learning Systems

    In: Joachim Baumeister; Dietmar Seipel (Hrsg.). Proceedings of the 3rd Workshop on Knowledge Engineering and Software Engineering. Workshop on Knowledge Engineering and Software Engineering (KESE-2007), located at 30th German Conference on Artificial Intelligence (KI-2007), September 10, Osnabrück, Germany, Vol. 282, CEUR, 9/2007.

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