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Publications

 

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Displaying results 1 to 10 of 596.
  1. Christian Eilers; Jonas Eschmann; Robin Menzenbach; Boris Belousov; Fabio Muratore; Jan Peters

    Underactuated waypoint trajectory optimization for light painting photography

    In: International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2020), May 31 - August 31, …

  2. Michael Lutter; Debora Clever; Boris Belousov; Kim Listmann; Jan Peters

    Evaluating the Robustness of HJB Optimal Feedback Control

    In: International Symposium on Robotics. International Symposium on Robotics (ISR-2020), 52th, December 9-10, Pages 1-8, VDE, 2020.

  3. Sebastián Gómez-González; Gerhard Neumann; Bernhard Schölkopf; Jan Peters

    Adaptation and Robust Learning of Probabilistic Movement Primitives

    In: IEEE Transactions on Robotics (T-RO), Vol. 36, No. 2, Pages 366-379, IEEE, 2020.

  4. Simon Manschitz; Michael Gienger; Jens Kober; Jan Peters

    Learning Sequential Force Interaction Skills

    In: Robotics, Vol. 9, No. 2, Pages 0-10, MDPI, 2020.

  5. Joni Pajarinen; Oleg Arenz; Jan Peters; Gerhard Neumann

    Probabilistic Approach to Physical Object Disentangling

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 5, No. 4, Pages 5510-5517, IEEE, 2020.

  6. Mikko Lauri; Joni Pajarinen; Jan Peters; Simone Frintrop

    Multi-Sensor Next-Best-View Planning as Matroid-Constrained Submodular Maximization

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 5, No. 4, Pages 5323-5330, IEEE, 2020.

  7. Kurena Motokura; Masaki Takahashi; Marco Ewerton; Jan Peters

    Plucking Motions for Tea Harvesting Robots Using Probabilistic Movement Primitives

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 5, No. 2, Pages 3275-3282, IEEE, 2020.

  8. Stefan Löckel; Jan Peters; Peter van Vliet

    A Probabilistic Framework for Imitating Human Race Driver Behavior

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 5, No. 2, Pages 2086-2093, IEEE, 2020.

  9. Sebastián Gómez-González; Sergey Prokudin; Bernhard Schölkopf; Jan Peters

    Real Time Trajectory Prediction Using Deep Conditional Generative Models

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 5, No. 2, Pages 970-976, IEEE, 2020.

  10. Julia Vinogradska; Bastian Bischoff; Jan Achterhold; Torsten Koller; Jan Peters

    Numerical Quadrature for Probabilistic Policy Search

    In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 42, No. 1, Pages 164-175, IEEE, 2020.