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hal-01275247v1  Journal articles
Bruno ScherrerMatthieu Geist. Recherche locale de politique dans un espace convexe
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2015, 29 (6), pp.685-704. ⟨10.3166/RIA.29.685-706⟩
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hal-01629654v1  Journal articles
Bilal PiotMatthieu GeistOlivier Pietquin. Bridging the Gap Between Imitation Learning and Inverse Reinforcement Learning
IEEE Transactions on Neural Networks and Learning Systems, 2017, 28 (8), pp.1814 - 1826. ⟨10.1109/TNNLS.2016.2543000⟩
hal-01225798v1  Journal articles
Timothé ColletOlivier Pietquin. Optimism in Active Learning
Computational Intelligence and Neuroscience, 2015, 2015, pp.1--17. ⟨10.1155/2015/973696⟩
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hal-00869725v1  Journal articles
Matthieu GeistOlivier Pietquin. An algorithmic Survey of Parametric Value Function Approximation
IEEE Transactions on Neural Networks and Learning Systems, 2013, 24 (6), pp.845-867. ⟨10.1109/TNNLS.2013.2247418⟩
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hal-01258816v1  Journal articles
Matthieu Geist. Soft-max boosting
Machine Learning, 2015, 100 (2), pp.305-332. ⟨10.1007/s10994-015-5491-2⟩