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Jahr: 2015
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  1. Okan Koc; Guilherme Maeda; Gerhard Neumann; Jan Peters

    Optimizing robot striking movement primitives with Iterative Learning Control

    In: 15th IEEE-RAS International Conference on Humanoid Robots. IEEE-RAS International Conference on Humanoid Robots (Humanoids-2015), November 3-5, Seoul, Korea, Democratic People's Republic of, Pages 80-87, IEEE, 2015.

  2. Herke van Hoof; Jan Peters; Gerhard Neumann

    Learning of Non-Parametric Control Policies with High-Dimensional State Features

    In: Guy Lebanon; S. V. N. Vishwanathan (Hrsg.). Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics. International Conference on Artificial Intelligence and Statistics (AISTATS-2015), May 9-12, San Diego, California, USA, JMLR Workshop and Conference Proceedings, Vol. 38, JMLR.org, 2015.

  3. Christoph Dann; Gerhard Neumann; Jan Peters

    Policy Evaluation with Temporal Differences: A Survey and Comparison (Extended Abstract)

    In: Ronen I. Brafman; Carmel Domshlak; Patrik Haslum; Shlomo Zilberstein (Hrsg.). Proceedings of the Twenty-Fifth International Conference on Automated Planning and Scheduling. International Conference on Automated Planning and Scheduling (ICAPS-2015), June 7-11, Jerusalem, Israel, Pages 359-360, AAAI Press, 2015.

  4. Christian Daniel; Oliver Kroemer; Malte Viering; Jan Metz; Jan Peters

    Active reward learning with a novel acquisition function

    In: Autonomous Robots, Vol. 39, No. 3, Pages 389-405, Springer, 2015.

  5. Christian Bauckhage; Kristian Kersting; Fabian Hadiji

    Maximum Entropy Models of Shortest Path and Outbreak Distributions in Networks

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1501.04232, Pages 0-10, arXiv, 2015.

  6. Christoph Ide; Fabian Hadiji; Lars Habel; Alejandro Molina; Thomas Zaksek; Michael Schreckenberg; Kristian Kersting; Christian Wietfeld

    LTE Connectivity and Vehicular Traffic Prediction Based on Machine Learning Approaches

    In: IEEE 82nd Vehicular Technology Conference. IEEE Vehicular Technology Conference (VTC-2015), September 6-9, Boston, MA, USA, Pages 1-5, IEEE, 2015.

  7. Martin Mladenov; Kristian Kersting

    Equitable Partitions of Concave Free Energies

    In: Marina Meila; Tom Heskes (Hrsg.). Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence. Conference in Uncertainty in Artificial Intelligence (UAI-2015), July 12-16, Amsterdam, Netherlands, Pages 602-611, AUAI Press, 2015.

  8. Christian Bauckhage; Kristian Kersting; Fabian Hadiji

    Parameterizing the Distance Distribution of Undirected Networks

    In: Marina Meila; Tom Heskes (Hrsg.). Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence. Conference in Uncertainty in Artificial Intelligence (UAI-2015), July 12-16, Amsterdam, Netherlands, Pages 121-130, AUAI Press, 2015.

  9. Fabian Hadiji; Martin Mladenov; Christian Bauckhage; Kristian Kersting

    Computer Science on the Move: Inferring Migration Regularities from the Web via Compressed Label Propagation

    In: Qiang Yang; Michael J. Wooldridge (Hrsg.). Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence. International Joint Conference on Artificial Intelligence (IJCAI-2015), July 25-31, Buenos Aires, Argentina, Pages 171-177, AAAI Press, 2015.

  10. Christian Bauckhage; Fabian Hadiji; Kristian Kersting

    How Viral Are Viral Videos?

    In: Meeyoung Cha; Cecilia Mascolo; Christian Sandvig (Hrsg.). Proceedings of the Ninth International Conference on Web and Social Media. International AAAI Conference on Web and Social Media (ICWSM-2015), May 26-29, Oxford, United Kingdom, Pages 22-30, AAAI Press, 2015.

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