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Publications

Displaying results 31 to 36 of 36.
  1. Jan Peters; Katharina Mülling; Yasemin Altun

    Relative Entropy Policy Search

    In: Maria Fox; David Poole (Hrsg.). Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial …

  2. Jens Kober; Jan Peters

    Imitation and Reinforcement Learning

    In: IEEE Robotics & Automation Magazine, Vol. 17, No. 2, Pages 55-62, IEEE, 2010.

  3. Frank Sehnke; Christian Osendorfer; Thomas Rückstieß; Alex Graves; Jan Peters; Jürgen Schmidhuber

    Parameter-exploring policy gradients

    In: Neural Networks, Vol. 23, No. 4, Pages 551-559, Elsevier, 2010.

  4. Jan Peters; Jens Kober; Stefan Schaal

    Algorithmen zum Automatischen Erlernen von Motorfähigkeiten (Policy Learning Algorithms for Motor Skills)

    In: at Automatisierungstechnik, Vol. 58, No. 12, Pages 688-694, De Gruyter, 2010.

  5. Tetsuro Morimura; Eiji Uchibe; Junichiro Yoshimoto; Jan Peters; Kenji Doya

    Derivatives of Logarithmic Stationary Distributions for Policy Gradient Reinforcement Learning

    In: Neural Computation, Vol. 22, No. 2, Pages 342-376, MIT Press, 2010.

  6. Daan Wierstra; Alexander Förster; Jan Peters; Jürgen Schmidhuber

    Recurrent policy gradients

    In: Logic Journal of the IGPL Oxford, Vol. 18, No. 5, Pages 620-634, Oxford University Press, 2010.