Eingebettete Intelligenz

Seite 2 von 5.

1. Jan Hendrik Metzen; Alexander Fabisch; Jonas Hansen

   Bayesian Optimization for Contextual Policy Search

   In: Proceedings of the Second Machine Learning in Planning and Control of Robot Motion Workshop. IROS Workshop: Machine Learning in Planning and …

2. Lisa Gutzeit; Martin Schröer; Jan Hendrik Metzen; Elsa Andrea Kirchner

   Velocity-Based Multiple Change-point Inference for Unsupervised Segmentation of Human Movement Behavior

   In: Proceedings of the 22nd International Conference on Pattern Recognition. International Conference on Pattern Recognition (ICPR-2014), 22nd, August …

3. Jan Hendrik Metzen; Alexander Fabisch; Lisa Gutzeit; José de Gea Fernández; Elsa Andrea Kirchner

   Towards Learning of Generic Skills for Robotic Manipulation

   In: KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für …

4. Alexander Fabisch; Jan Hendrik Metzen

   Active Contextual Policy Search

   In: Journal of Machine Learning Research, Vol. 15, Pages 3371-3399, Microtome Publishing, 2014.

5. Mario Michael Krell; Sirko Straube; Anett Seeland; Hendrik Wöhrle; Johannes Teiwes; Jan Hendrik Metzen; Elsa Andrea Kirchner; Frank Kirchner

   Introduction to pySPACE workflows

   In: n/a. NIPS Workshop on Machine Learning Open Source Software (MLOSS@NIPS-2013), Towards Open Workflows, December 5-10, Lake Tahoe, NV, USA, …

6. Mario Michael Krell; Sirko Straube; Anett Seeland; Hendrik Wöhrle; Johannes Teiwes; Jan Hendrik Metzen; Elsa Andrea Kirchner; Frank Kirchner

   pySPACE - a signal processing and classification environment in Python

   In: Frontiers in Neuroinformatics, Vol. 7, No. 40, Pages 1-11, frontiers, 12/2013.

7. Jan Hendrik Metzen

   Learning Graph-based Representations for Continuous Reinforcement Learning Domains

   In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. European Conference …

8. Jan Hendrik Metzen; Alexander Fabisch

   Learning Skill Templates for Parameterized Tasks

   In: Proceedings of the 11th European Workshop on Reinforcement Learning. European Workshop on Reinforcement Learning (EWRL-13), August 4-9, Dagstuhl, …

9. David Feess; Mario Michael Krell; Jan Hendrik Metzen

   Comparison of Sensor Selection Mechanisms for an ERP-Based Brain-Computer Interface

   In: PLoS ONE, Vol. 8, No. 7, Page e67543, Public Library of Science, 7/2013.

10. Jan Hendrik Metzen

    Online Skill Discovery using Graph-based Clustering

    In: Journal of Machine Learning Research, Vol. W&CP 24, Pages 77-88, 2013.

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