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Jahr: 2011
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  1. Oliver Kroemer; Jan Peters

    A flexible hybrid framework for modeling complex manipulation tasks

    In: IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2011), May 8-13, Shanghai, China, Pages 1856-1861, IEEE, 2011.

  2. Oliver Kroemer; Jan Peters

    Active exploration for robot parameter selection in episodic reinforcement learning

    In: ADPRL 2011 - 2011 IEEE Symposium on Adaptive Dynamic Programming And Reinforcement Learning. IEEE Symposium on Adaptive Dynamic Programming And Reinforcement Learning (ADPRL-2011), April 12-15, Paris, France, Pages 25-31, IEEE Symposium Series on Computational Intelligence, IEEE, 2011.

  3. Zhikun Wang; Abdeslam Boularias; Katharina Mülling; Jan Peters

    Modeling Opponent Actions for Table-Tennis Playing Robot

    In: Wolfram Burgard; Dan Roth (Hrsg.). Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence (AAAI-2011), August 7-11, San Francisco, California, USA, AAAI Press, 2011.

  4. Zhikun Wang; Abdeslam Boularias; Katharina Mülling; Jan Peters

    Balancing Safety and Exploitability in Opponent Modeling

    In: Wolfram Burgard; Dan Roth (Hrsg.). Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence (AAAI-2011), August 7-11, San Francisco, California, USA, AAAI Press, 2011.

  5. Oliver Kroemer; Christoph H. Lampert; Jan Peters

    Learning Dynamic Tactile Sensing With Robust Vision-Based Training

    In: IEEE Transactions on Robotics (T-RO), Vol. 27, No. 3, Pages 545-557, IEEE, 2011.

  6. Renaud Detry; Dirk Kraft; Oliver Kroemer; Leon Bodenhagen; Jan Peters; Norbert Krüger; Justus H. Piater

    Learning grasp affordance densities

    In: Paladyn, Journal of Behavioral Robotics, Vol. 2, No. 1, Pages 1-17, De Gruyter, 2011.

  7. Hirotaka Hachiya; Jan Peters; Masashi Sugiyama

    Reward-Weighted Regression with Sample Reuse for Direct Policy Search in Reinforcement Learning

    In: Neural Computation, Vol. 23, No. 11, Pages 2798-2832, MIT Press, 2011.

  8. Jens Kober; Jan Peters

    Policy search for motor primitives in robotics

    In: Machine Learning, Vol. 84, No. 1-2, Pages 171-203, Springer, 2011.

  9. Justus H. Piater; Sébastien Jodogne; Renaud Detry; Dirk Kraft; Norbert Krüger; Oliver Kroemer; Jan Peters

    Learning visual representations for perception-action systems

    In: International Journal of Robotics Research (IJRR), Vol. 30, No. 3, Pages 294-307, Sage Publications, 2011.

  10. Duy Nguyen-Tuong; Jan Peters

    Model learning for robot control: a survey

    In: Cognitive Processing, Vol. 12, No. 4, Pages 319-340, Springer, 2011.

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