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Jahr: 2014
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  1. Sriraam Natarajan; Kristian Kersting; Tushar Khot; Jude W. Shavlik

    Boosted Statistical Relational Learners - From Benchmarks to Data-Driven Medicine

    Springer Briefs in Computer Science, ISBN 978-3-319-13643-1, Springer, 2014.

  2. Laura Antanas; Plinio Moreno; Marion Neumann; Rui Pimentel de Figueiredo; Kristian Kersting; José Santos-Victor; Luc De Raedt

    High-level Reasoning and Low-level Learning for Grasping: A Probabilistic Logic Pipeline

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1411.1108, Pages 0-10, arXiv, 2014.

  3. Marion Neumann; Roman Garnett; Christian Bauckhage; Kristian Kersting

    Propagation Kernels

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1410.3314, Pages 0-10, arXiv, 2014.

  4. Christian Bauckhage; Kristian Kersting

    Strong Regularities in Growth and Decline of Popularity of Social Media Services

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1406.6529, Pages 0-10, arXiv, 2014.

  5. Vicenç Gómez; Hilbert J. Kappen; Jan Peters; Gerhard Neumann

    Policy Search for Path Integral Control

    In: Toon Calders; Floriana Esposito; Eyke Hüllermeier; Rosa Meo (Hrsg.). Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Proceedings, Part I. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD-2014), September 15-19, Nancy, France, Pages 482-497, Lecture Notes in Artificial Intelligence (LNAI), Vol. 8724, Springer, 2014.

  6. Roberto Calandra; Nakul Gopalan; André Seyfarth; Jan Peters; Marc Peter Deisenroth

    Bayesian Gait Optimization for Bipedal Locomotion

    In: Panos M. Pardalos; Mauricio G. C. Resende; Chrysafis Vogiatzis; Jose L. Walteros (Hrsg.). Learning and Intelligent Optimization - 8th International Conference. Learning and Intelligent Optimization (LION-8), February 16-21, Gainesville, FL, USA, Pages 274-290, Lecture Notes in Computer Science (LNCS), Vol. 8426, Springer, 2014.

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

    Learning to sequence movement primitives from demonstrations

    In: 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2014), September 14-18, Chicago, IL, USA, Pages 4414-4421, IEEE, 2014.

  8. Yevgen Chebotar; Oliver Kroemer; Jan Peters

    Learning robot tactile sensing for object manipulation

    In: 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2014), September 14-18, Chicago, IL, USA, Pages 3368-3375, IEEE, 2014.

  9. Oliver Kroemer; Jan Peters

    Predicting object interactions from contact distributions

    In: 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2014), September 14-18, Chicago, IL, USA, Pages 3361-3367, IEEE, 2014.

  10. Kevin Sebastian Luck; Gerhard Neumann; Erik Berger; Jan Peters; Heni Ben Amor

    Latent space policy search for robotics

    In: 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2014), September 14-18, Chicago, IL, USA, Pages 1434-1440, IEEE, 2014.

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