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  1. Alexandros Paraschos; Christian Daniel; Jan Peters; Gerhard Neumann

    Probabilistic Movement Primitives

    In: Christopher J. C. Burges; Léon Bottou; Zoubin Ghahramani; Kilian Q. Weinberger (Hrsg.). Advances in Neural Information Processing Systems 26: 27th …

  2. Marc Peter Deisenroth; Peter Englert; Jan Peters; Dieter Fox

    Multi-Task Policy Search

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1307.0813, Pages 0-10, arXiv, 2013.

  3. Jan Peters; Jens Kober; Katharina Mülling; Oliver Krömer; Gerhard Neumann

    Towards Robot Skill Learning: From Simple Skills to Table Tennis

    In: Hendrik Blockeel; Kristian Kersting; Siegfried Nijssen; Filip Zelezný (Hrsg.). Machine Learning and Knowledge Discovery in Databases - European …

  4. Heni Ben Amor; David Vogt; Marco Ewerton; Erik Berger; Bernhard Jung; Jan Peters

    Learning responsive robot behavior by imitation

    In: 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  5. Christian Daniel; Gerhard Neumann; Oliver Kroemer; Jan Peters

    Learning sequential motor tasks

    In: 2013 IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2013), May 6-10, …

  6. Peter Englert; Alexandros Paraschos; Jan Peters; Marc Peter Deisenroth

    Model-based imitation learning by probabilistic trajectory matching

    In: 2013 IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2013), May 6-10, …

  7. Nakul Gopalan; Marc Peter Deisenroth; Jan Peters

    Feedback error learning for rhythmic motor primitives

    In: 2013 IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2013), May 6-10, …

  8. Alexandros Paraschos; Gerhard Neumann; Jan Peters

    A probabilistic approach to robot trajectory generation

    In: 13th IEEE-RAS International Conference on Humanoid Robots. IEEE-RAS International Conference on Humanoid Robots (Humanoids-2013), October 15-17, …

  9. Herke van Hoof; Oliver Kroemer; Jan Peters

    Probabilistic interactive segmentation for anthropomorphic robots in cluttered environments

    In: 13th IEEE-RAS International Conference on Humanoid Robots. IEEE-RAS International Conference on Humanoid Robots (Humanoids-2013), October 15-17, …

  10. Andras Gabor Kupcsik; Marc Peter Deisenroth; Jan Peters; Gerhard Neumann

    Data-Efficient Generalization of Robot Skills with Contextual Policy Search

    In: Marie desJardins; Michael L. Littman (Hrsg.). Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence. AAAI Conference on …