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Year: 2008
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Displaying results 11 to 20 of 506.

  1. Bernd Gutmann; Angelika Kimmig; Kristian Kersting; Luc De Raedt

    Parameter Learning in Probabilistic Databases: A Least Squares Approach

    In: Walter Daelemans; Bart Goethals; Katharina Morik (Hrsg.). Machine Learning and Knowledge Discovery in Databases, European Conference, Proceedings. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD-2008), September 15-19, Antwerp, Belgium, Pages 473-488, Lecture Notes in Computer Science, Vol. 5211, Springer, 2008.

  2. Christian Plagemann; Kristian Kersting; Wolfram Burgard

    Nonstationary Gaussian Process Regression Using Point Estimates of Local Smoothness

    In: Walter Daelemans; Bart Goethals; Katharina Morik (Hrsg.). Machine Learning and Knowledge Discovery in Databases, European Conference. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD-2008), September 15-19, Antwerp, Belgium, Pages 204-219, Lecture Notes in Computer Science, Vol. 5212, Springer, 2008.

  3. Zhao Xu; Volker Tresp; Achim Rettinger; Kristian Kersting

    Social Network Mining with Nonparametric Relational Models

    In: C. Lee Giles; Marc Smith; John Yen; Haizheng Zhang (Hrsg.). Advances in Social Network Mining and Analysis, Second International Workshop, SNAKDD 2008, Revised Selected Papers. International Workshop on Social Network Mining and Analysis (SNAKDD-2008), August 24-27, Las Vegas, NV, USA, Pages 77-96, Lecture Notes in Computer Science (LNCS), Vol. 5498, Springer, 2008.

  4. 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.

  5. 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.

  6. Jens Kober; Betty J. Mohler; Jan Peters

    Learning perceptual coupling for motor primitives

    In: 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2008), September 22-26, Nice, France, Pages 834-839, IEEE, 2008.

  7. Duy Nguyen-Tuong; Jan Peters

    Local Gaussian process regression for real-time model-based robot control

    In: 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2008), September 22-26, Nice, France, Pages 380-385, IEEE, 2008.

  8. Jan Peters; Duy Nguyen-Tuong

    Real-time learning of resolved velocity control on a Mitsubishi PA-10

    In: 2008 IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2008), May 19-23, Pasadena, California, USA, Pages 2872-2877, IEEE, 2008.

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

    Episodic Reinforcement Learning by Logistic Reward-Weighted Regression

    In: Vera Kurková; Roman Neruda; Jan Koutník (Hrsg.). Artificial Neural Networks - ICANN 2008 , 18th International Conference, Proceedings. International Conference on Artificial Neural Networks (ICANN-2008), September 3-6, Prague, Czech Republic, Pages 407-416, Lecture Notes in Computer Science, Vol. 5163, Springer, 2008.

  10. Frank Sehnke; Christian Osendorfer; Thomas Rückstieß; Alex Graves; Jan Peters; Jürgen Schmidhuber

    Policy Gradients with Parameter-Based Exploration for Control

    In: Vera Kurková; Roman Neruda; Jan Koutník (Hrsg.). Artificial Neural Networks - ICANN 2008 , 18th International Conference, Proceedings. International Conference on Artificial Neural Networks (ICANN-2008), September 3-6, Prague, Czech Republic, Pages 387-396, Lecture Notes in Computer Science, Vol. 5163, Springer, 2008.

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