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Publikationen

Zeige Ergebnisse 31 bis 40 von 72
  1. Alexandros Paraschos; Christian Daniel; Jan Peters; Gerhard Neumann

    Using probabilistic movement primitives in robotics

    In: Autonomous Robots, Vol. 42, No. 3, Pages 529-551, Springer, 2018.

  2. Takayuki Osa; Jan Peters; Gerhard Neumann

    Hierarchical reinforcement learning of multiple grasping strategies with human instructions

    In: Advanced Robotics, Vol. 32, No. 18, Pages 955-968, Taylor & Francis Online, 2018.

  3. Alexandros Paraschos; Elmar Rueckert; Jan Peters; Gerhard Neumann

    Probabilistic movement primitives under unknown system dynamics

    In: Advanced Robotics, Vol. 32, No. 6, Pages 297-310, Taylor & Francis Online, 2018.

  4. Okan Koc; Guilherme Maeda; Jan Peters

    Optimizing Execution of Dynamic Goal-Directed Robot Movements with Learning Control

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1807.01918, Pages 0-10, arXiv, 2018.

  5. Filipe Veiga; Benoni B. Edin; Jan Peters

    In-Hand Object Stabilization by Independent Finger Control

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1806.05031, Pages 0-10, arXiv, 2018.

  6. Riad Akrour; Filipe Veiga; Jan Peters; Gerhard Neumann

    Regularizing Reinforcement Learning with State Abstraction

    In: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  7. Dorothea Koert; Guilherme Maeda; Gerhard Neumann; Jan Peters

    Learning Coupled Forward-Inverse Models with Combined Prediction Errors

    In: 2018 IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2018), May 21-25, …

  8. Robert Pinsler; Riad Akrour; Takayuki Osa; Jan Peters; Gerhard Neumann

    Sample and Feedback Efficient Hierarchical Reinforcement Learning from Human Preferences

    In: 2018 IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2018), May 21-25, …

  9. Rudolf Lioutikov; Guilherme Maeda; Filipe Veiga; Kristian Kersting; Jan Peters

    Inducing Probabilistic Context-Free Grammars for the Sequencing of Movement Primitives

    In: 2018 IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2018), May 21-25, …

  10. Paavo Parmas; Carl Edward Rasmussen; Jan Peters; Kenji Doya

    PIPPS: Flexible Model-Based Policy Search Robust to the Curse of Chaos

    In: Jennifer G. Dy; Andreas Krause (Hrsg.). Proceedings of the 35th International Conference on Machine Learning. International Conference on Machine …