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Year: 2008
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Displaying results 1 to 10 of 506.

  1. Duy Nguyen-Tuong; Matthias W. Seeger; Jan Peters

    Local Gaussian Process Regression for Real Time Online Model Learning

    In: Daphne Koller; Dale Schuurmans; Yoshua Bengio; Léon Bottou (Hrsg.). Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems. Neural Information Processing Systems (NeurIPS-2008), December 8-11, Vancouver, British Columbia, Canada, Pages 1193-1200, Curran Associates, Inc. 2008.

  2. Silvia Chiappa; Jens Kober; Jan Peters

    Using Bayesian Dynamical Systems for Motion Template Libraries

    In: Daphne Koller; Dale Schuurmans; Yoshua Bengio; Léon Bottou (Hrsg.). Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems. Neural Information Processing Systems (NeurIPS-2008), December 8-11, Vancouver, British Columbia, Canada, Pages 297-304, Curran Associates, Inc. 2008.

  3. Hirotaka Hachiya; Takayuki Akiyama; Masashi Sugiyama; Jan Peters

    Adaptive Importance Sampling with Automatic Model Selection in Value Function Approximation

    In: Dieter Fox; Carla P. Gomes (Hrsg.). Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence (AAAI-2008), July 13-17, Chicago, Illinois, USA, Pages 1351-1356, AAAI Press, 2008.

  4. Jan Peters; Stefan Schaal

    Reinforcement learning of motor skills with policy gradients

    In: Neural Networks, Vol. 21, No. 4, Pages 682-697, Elsevier, 2008.

  5. Jan Peters; Stefan Schaal

    Natural Actor-Critic

    In: Neurocomputing, Vol. 71, No. 7-9, Pages 1180-1190, Elsevier, 2008.

  6. Daan Wierstra; Tom Schaul; Jan Peters; Jürgen Schmidhuber

    Fitness Expectation Maximization

    In: Günter Rudolph; Thomas Jansen; Simon M. Lucas; Carlo Poloni; Nicola Beume (Hrsg.). Parallel Problem Solving from Nature - PPSN X, Proceedings. International Conference on Parallel Problem Solving From Nature (PPSN-2008), September 13-17, Dortmund, Germany, Pages 337-346, Lecture Notes in Computer Science, Vol. 5199, Springer, 2008.

  7. Gerhard Neumann; Jan Peters

    Fitted Q-iteration by Advantage Weighted Regression

    In: Daphne Koller; Dale Schuurmans; Yoshua Bengio; Léon Bottou (Hrsg.). Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems. Neural Information Processing Systems (NeurIPS-2008), December 8-11, Vancouver, British Columbia, Canada, Pages 1177-1184, Curran Associates, Inc. 2008.

  8. Hiroshi Miyake; Koichi Kise; Andreas Dengel

    A Recognition Interface for Bridging the Semantic Desktop and the Physical World

    In: KI 2008: Advances in Artificial Intelligence - 31st Annual German Conference on AI (KI 2008) - Proceedings. German Conference on Artificial Intelligence (KI-2008), September 23-26, Kaiserslautern, Germany, Pages 276-283, Lecture Notes in Artificial Intelligence (LNAI), Vol. 5243, ISBN 978-3-540-85844-7, Springer, Berlin, Heidelberg, 2008.

  9. Randy Goebel; Sandra Zilles; Christoph Ringlstetter; Andreas Dengel; Gunnar Aastrand Grimnes

    What Is the Role of the Semantic Layer Cake for Guiding the Use of Knowledge Representation and Machine Learning in the Development of the Semantic Web?

    In: Symbiotic Relationships between Semantic Web and Knowledge Engineering. AAAI Spring Symposium (AAAI SSS-2008), March 26-28, Stanford, California, USA, Pages 45-50, AAAI, 2008.

  10. Kristian Kersting; Luc De Raedt; Bernd Gutmann; Andreas Karwath; Niels Landwehr

    Relational Sequence Learning

    In: Luc De Raedt; Paolo Frasconi; Kristian Kersting; Stephen H. Muggleton (Hrsg.). Probabilistic Inductive Logic Programming - Theory and Applications. Pages 28-55, Lecture Notes in Computer Science, Vol. 4911, Springer, 2008.

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