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Publikationen

Zeige Ergebnisse 21 bis 30 von 529
  1. Julia Vinogradska; Bastian Bischoff; Jan Peters

    Approximate Value Iteration Based on Numerical Quadrature

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 3, No. 2, Pages 1330-1337, IEEE, 2018.

  2. Simon Manschitz; Michael Gienger; Jens Kober; Jan Peters

    Mixture of Attractors: A Novel Movement Primitive Representation for Learning Motor Skills From Demonstrations

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 3, No. 2, Pages 926-933, IEEE, 2018.

  3. Adrian Sosic; Elmar Rueckert; Jan Peters; Abdelhak M. Zoubir; Heinz Koeppl

    Inverse Reinforcement Learning via Nonparametric Spatio-Temporal Subgoal Modeling

    In: Journal of Machine Learning Research, Vol. 19, Pages 69:1-69:45, JMLR, 2018.

  4. Adapting to Dynamic User Environments in Complex Event Processing System using Transitions

    In: Proceedings of the 12th ACM International Conference on Distributed and Event-Based Systems. ACM International Conference on Distributed and …

  5. Alejandro Molina; Alexander Munteanu; Kristian Kersting

    Core Dependency Networks

    In: Sheila A. McIlraith; Kilian Q. Weinberger (Hrsg.). Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence. AAAI Conference on …

  6. Moritz Kulessa; Alejandro Molina; Carsten Binnig; Benjamin Hilprecht; Kristian Kersting

    Model-based Approximate Query Processing

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1811.06224, Pages 0-10, arXiv, 2018.

  7. Robert Peharz; Antonio Vergari; Karl Stelzner; Alejandro Molina; Martin Trapp; Kristian Kersting; Zoubin Ghahramani

    Probabilistic Deep Learning using Random Sum-Product Networks

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1806.01910, Pages 0-10, arXiv, 2018.

  8. Stefano Teso; Kristian Kersting

    "Why Should I Trust Interactive Learners?" Explaining Interactive Queries of Classifiers to Users

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1805.08578, Pages 0-10, arXiv, 2018.

  9. Neural Conditional Gradients

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1803.04300, Pages 0-10, arXiv, 2018.

  10. Parisa Kordjamshidi; Dan Roth; Kristian Kersting

    Systems AI: A Declarative Learning Based Programming Perspective

    In: Jérôme Lang (Hrsg.). Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence. International Joint Conference …