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  1. Herke van Hoof; Daniel Tanneberg; Jan Peters

    Generalized exploration in policy search

    In: Machine Learning, Vol. 106, No. 9-10, Pages 1705-1724, Springer, 2017.

  2. Julia Vinogradska; Bastian Bischoff; Duy Nguyen-Tuong; Jan Peters

    Stability of Controllers for Gaussian Process Dynamics

    In: Journal of Machine Learning Research, Vol. 18, Pages 100:1-100:37, JMLR, 2017.

  3. Herke van Hoof; Gerhard Neumann; Jan Peters

    Non-parametric Policy Search with Limited Information Loss

    In: Journal of Machine Learning Research, Vol. 18, Pages 73:1-73:46, JMLR, 2017.

  4. Serena Ivaldi; Sébastien Lefort; Jan Peters; Mohamed Chetouani; Joelle Provasi; Elisabetta Zibetti

    Towards Engagement Models that Consider Individual Factors in HRI: On the Relation of Extroversion and Negative Attitude Towards Robots to Gaze and Speech During a Human-Robot Assembly Task - Experiments with the iCub humanoid

    In: International Journal of Social Robotics, Vol. 9, No. 1, Pages 63-86, Springer, 2017.

  5. Jan Peters; Russ Tedrake; Nick Roy; Jun Morimoto

    Robot Learning

    In: Claude Sammut; Geoffrey I. Webb (Hrsg.). Encyclopedia of Machine Learning and Data Mining. Pages 1106-1109, Springer, 2017.

  6. Jan Peters; J. Andrew Bagnell

    Policy Gradient Methods

    In: Claude Sammut; Geoffrey I. Webb (Hrsg.). Encyclopedia of Machine Learning and Data Mining. Pages 982-985, Springer, 2017.

  7. Karl-Heinz Fiebig; Vinay Jayaram; Thomas Hesse; Alexander Blank; Jan Peters; Moritz Grosse-Wentrup

    Bayesian Regression for Artifact correction in Electroencephalography

    In: Gernot R. Müller-Putz; David Steyrl; Selina C. Wriessnegger; Reinhold Scherer (Hrsg.). From Vision to Reality - Proceedings of the 7th Graz …

  8. Vincent Padois; Serena Ivaldi; Jan Babic; Michael N. Mistry; Jan Peters; Francesco Nori

    Whole-body multi-contact motion in humans and humanoids: Advances of the CoDyCo European project

    In: Robotics and Autonomous Systems (RAS), Vol. 90, Pages 97-117, Elsevier, 2017.

  9. Simone Parisi; Matteo Pirotta; Jan Peters

    Manifold-based multi-objective policy search with sample reuse

    In: Neurocomputing, Vol. 263, Pages 3-14, Elsevier, 2017.