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Domains : stat.ml
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Difference of Convex Functions Programming Applied to Control with Expert Data

Bilal Piot , Matthieu Geist , Olivier Pietquin
2017
Preprints, Working Papers, ... hal-01629653v1
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Real time degradation identification of UAV using machine learning techniques

Anush Manukyan , Olivares-Mendez Miguel , Holger Voos , Matthieu Geist
International Conference on Unmanned Aircraft Systems (ICUAS), 2017, Miami, United States
Conference papers hal-01629680v1
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Bridging the Gap Between Imitation Learning and Inverse Reinforcement Learning

Bilal Piot , Matthieu Geist , Olivier Pietquin
IEEE Transactions on Neural Networks and Learning Systems, 2017, 28 (8), pp.1814 - 1826. ⟨10.1109/TNNLS.2016.2543000⟩
Journal articles hal-01629654v1
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Contrôle optimal et apprentissage automatique, applications aux interactions homme-machine

Matthieu Geist
Machine Learning [stat.ML]. Université de Lille 1 - Sciences et Technologies, 2016
Habilitation à diriger des recherches tel-01629638v1
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Learning from Demonstrations: Is It Worth Estimating a Reward Function?

Bilal Piot , Matthieu Geist , Olivier Pietquin
Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD 2013), Sep 2013, Prague, Czech Republic. pp.17-32, ⟨10.1007/978-3-642-40988-2_2⟩
Conference papers hal-00869801v1
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Random Projections: a Remedy for Overfitting Issues in Time Series Prediction with Echo State Networks

Lucie Daubigney , Matthieu Geist , Olivier Pietquin
ICASSP 2013, May 2013, Vancouver, Canada. pp.3253-3257, ⟨10.1109/ICASSP.2013.6638259⟩
Conference papers hal-00869814v1
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A cascaded supervised learning approach to inverse reinforcement learning

Edouard Klein , Bilal Piot , Matthieu Geist , Olivier Pietquin
Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD 2013), Sep 2013, Prague, Czech Republic. pp.1-16, ⟨10.1007/978-3-642-40988-2_1⟩
Conference papers hal-00869804v1