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  1. 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 …

  2. 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 …

  3. 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 …

  4. Jan Peters; Stefan Schaal

    Reinforcement learning of motor skills with policy gradients

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

  5. Jan Peters; Stefan Schaal

    Natural Actor-Critic

    In: Neurocomputing, Vol. 71, No. 7-9, Pages 1180-1190, Elsevier, 2008.

  6. Munindar P. Singh

    Social and Psychological Commitments in Multiagent Systems

    DFKI, DFKI Technical Memos (TM), Vol. 91-08, 2008.

  7. Friedrich Hanser; Agnes Grünerbl; Clemens Rodegast; Paul Lukowicz

    Design and real life deployment of a pervasive monitoring system for dementia patients

    In: Pervasive Computing Technologies for Healthcare, 2008. International ICST Conference on Pervasive Computing Technologies for Healthcare (Pervasive …

  8. David Bannach; Oliver Amft; Paul Lukowicz

    Rapid Prototyping of Activity Recognition Applications

    In: IEEE Pervasive Computing, Vol. 7, No. 2, Pages 22-31, IEEE Educational Activities Department, Piscataway, NJ, USA, 2008.

  9. Holger Junker; Oliver Amft; Paul Lukowicz; Gerhard Tröster

    Gesture spotting with body-worn inertial sensors to detect user activities

    In: Pattern Recognition (PR), Vol. 41, No. 6, Pages 2010-2024, Elsevier Science Inc. New York, NY, USA, 2008.

  10. Guest editorial: Wearable computing and artificial intelligence for healthcare applications

    In: Artificial Intelligence in Medicine, Vol. 42, No. 2, Pages 95-98, Elsevier Science Publishers Ltd. Essex, UK, 2008.