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Publications

 

Due to maintenance work, it is currently not possible to search for publications by author.

Displaying results 31 to 40 of 40.
  1. 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 …

  2. 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, …

  3. 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. …

  4. 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. …

  5. Jan Peters; Jens Kober; Duy Nguyen-Tuong

    Policy Learning - A Unified Perspective with Applications in Robotics

    In: Sertan Girgin; Manuel Loth; Rémi Munos; Philippe Preux; Daniil Ryabko (Hrsg.). Recent Advances in Reinforcement Learning, 8th European Workshop, …

  6. Marc Peter Deisenroth; Carl Edward Rasmussen; Jan Peters

    Model-Based Reinforcement Learning with Continuous States and Actions

    In: 16th European Symposium on Artificial Neural Networks, Proceedings. European Symposium on Artificial Neural Networks, Computational Intelligence …

  7. Duy Nguyen-Tuong; Jan Peters; Matthias W. Seeger; Bernhard Schölkopf

    Learning Inverse Dynamics: a Comparison

    In: 16th European Symposium on Artificial Neural Networks, Proceedings. European Symposium on Artificial Neural Networks, Computational Intelligence …

  8. Marc Peter Deisenroth; Jan Peters; Carl E. Rasmussen

    Approximate dynamic programming with Gaussian processes

    In: American Control Conference. American Control Conference (ACC-2008), June 11-13, Seattle, WA, USA, Pages 4480-4485, IEEE, 2008.

  9. 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 …

  10. 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, …