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Publikationen

Zeige Ergebnisse 11 bis 20 von 398
  1. Marc Peter Deisenroth; Jan Peters; Carl E. Rasmussen

    Approximate dynamic programming with Gaussian processes

    In: American Control Conference. American Control Conference (ACC-2008), June 11-13, Seattle, WA, USA, Pages 4480-4485, IEEE, 2008.

  2. Duy Nguyen-Tuong; Matthias W. Seeger; Jan Peters

    Computed torque control with nonparametric regression models

    In: American Control Conference. American Control Conference (ACC-2008), June 11-13, Seattle, WA, USA, Pages 212-217, IEEE, 2008.

  3. Jun Nakanishi; Rick Cory; Michael N. Mistry; Jan Peters; Stefan Schaal

    Operational Space Control: A Theoretical and Empirical Comparison

    In: International Journal of Robotics Research (IJRR), Vol. 27, No. 6, Pages 737-757, Sage Publications, 2008.

  4. Jan Peters; Stefan Schaal

    Learning to Control in Operational Space

    In: International Journal of Robotics Research (IJRR), Vol. 27, No. 2, Pages 197-212, Sage Publications, 2008.

  5. Florian Steinke; Matthias Hein; Jan Peters; Bernhard Schölkopf

    Manifold-valued Thin-Plate Splines with Applications in Computer Graphics

    In: Computer Graphics Forum, Vol. 27, No. 2, Pages 437-448, The Eurographics Association and John Wiley & Sons Ltd. 2008.

  6. Jan Peters; Michael N. Mistry; Firdaus E. Udwadia; Jun Nakanishi; Stefan Schaal

    A unifying framework for robot control with redundant DOFs

    In: Autonomous Robots, Vol. 24, No. 1, Pages 1-12, Springer, 2008.

  7. Duy Nguyen-Tuong; Matthias W. Seeger; Jan Peters

    Local Gaussian Process Regression for Real Time Online Model Learning

    In: Daphne Koller; Dale Schuurmans; Yoshua Bengio; Léon Bottou (Hrsg.). Advances in Neural Information Processing Systems 21, Proceedings of the …

  8. Silvia Chiappa; Jens Kober; Jan Peters

    Using Bayesian Dynamical Systems for Motion Template Libraries

    In: Daphne Koller; Dale Schuurmans; Yoshua Bengio; Léon Bottou (Hrsg.). Advances in Neural Information Processing Systems 21, Proceedings of the …

  9. Hirotaka Hachiya; Takayuki Akiyama; Masashi Sugiyama; Jan Peters

    Adaptive Importance Sampling with Automatic Model Selection in Value Function Approximation

    In: Dieter Fox; Carla P. Gomes (Hrsg.). Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial …

  10. Jan Peters; Stefan Schaal

    Reinforcement learning of motor skills with policy gradients

    In: Neural Networks, Vol. 21, No. 4, Pages 682-697, Elsevier, 2008.