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  1. Okan Koc; Guilherme Maeda; Jan Peters

    Optimizing the Execution of Dynamic Robot Movements With Learning Control

    In: IEEE Transactions on Robotics (T-RO), Vol. 35, No. 4, Pages 909-924, IEEE, 2019.

  2. Sebastián Gómez-González; Yassine Nemmour; Bernhard Schölkopf; Jan Peters

    Reliable Real-Time Ball Tracking for Robot Table Tennis

    In: Robotics, Vol. 8, No. 4, Pages 0-10, MDPI, 2019.

  3. Dorothea Koert; Joni Pajarinen; Albert Schotschneider; Susanne Trick; Constantin A. Rothkopf; Jan Peters

    Learning Intention Aware Online Adaptation of Movement Primitives

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 4, No. 4, Pages 3719-3726, IEEE, 2019.

  4. Entropic regularization of markov decision processes

    In: Entropy, Vol. 21, No. 7, Pages 1-16, MDPI, 7/2019.

  5. B. Wibranek; B Belousov; A. Sadybakasov; J Peters; O. Tessmann

    Interactive structure--robotic repositioning of vertical elements in man-machine collaborative assembly through vision-based tactile sensing

    In: Architecture in the age of the 4th industrial revolution. eCAADe and SIGraDi Conference, September 9-13, Porto, Portugal, Pages 11-13, Vol. 2, …

  6. Boris Belousov; Alymbek Sadybakasov; Bastian Wibranek; Filipe Veiga; Oliver Tessmann; Jan Peters

    Building a library of tactile skills based on fingervision

    In: IEEE-RAS International Conference on Humanoid Robots. IEEE-RAS International Conference on Humanoid Robots (Humanoids-2019), October 15-17, …

  7. Entropic risk measure in policy search

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

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

    HJB optimal feedback control with deep differential value functions and action constraints

    In: Leslie Pack Kaelbling; Danica Kragic; Komei Sugiura (Hrsg.). 3rd Annual Conference on Robot Learning. Conference on Robot Learning (CoRL-2019), …

  9. Pascal Klink; Hany Abdulsamad; Boris Belousov; Jan Peters

    Self-paced contextual reinforcement learning

    In: Leslie Pack Kaelbling; Danica Kragic; Komei Sugiura (Hrsg.). 3rd Annual Conference on Robot Learning. Conference on Robot Learning (CoRL-2019), …

  10. Thomas Röfer; Tim Laue; Andreas Baude; Jan Blumenkamp; Gerrit Felsch; Jan Fiedler; Arne Hasselbring; Tim Haß; Jan Oppermann; Philip Reichenberg; Nicole Schrader; Dennis Weiß

    B-Human Team Report and Code Release 2019

    2019.