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Publications

 

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Displaying results 61 to 70 of 572.
  1. Daniel Tanneberg; Jan Peters; Elmar Rueckert

    Intrinsic motivation and mental replay enable efficient online adaptation in stochastic recurrent networks

    In: Neural Networks, Vol. 109, Pages 67-80, Elsevier, 2019.

  2. Simone Parisi; Voot Tangkaratt; Jan Peters; Mohammad Emtiyaz Khan

    TD-regularized actor-critic methods

    In: Machine Learning, Vol. 108, No. 8-9, Pages 1467-1501, Springer, 2019.

  3. Joni Pajarinen; Hong Linh Thai; Riad Akrour; Jan Peters; Gerhard Neumann

    Compatible natural gradient policy search

    In: Machine Learning, Vol. 108, No. 8-9, Pages 1443-1466, Springer, 2019.

  4. Carlos Celemin; Guilherme Maeda; Javier Ruiz-del-Solar; Jan Peters; Jens Kober

    Reinforcement learning of motor skills using Policy Search and human corrective advice

    In: International Journal of Robotics Research (IJRR), Vol. 38, No. 14, Pages 0-10, Sage Publications, 2019.

  5. Entropic regularization of markov decision processes

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

  6. 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, …

  7. 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, …

  8. 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 …

  9. 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), …

  10. 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), …