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Optimism in Active Learning with Gaussian Processes

Timothé Collet , Olivier Pietquin
22nd International Conference on Neural Information Processing (ICONIP2015), Nov 2015, Istanbul, Turkey
Conference papers hal-01225826v1
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Recherche locale de politique dans un espace convexe

Bruno Scherrer , Matthieu Geist
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⟩
Journal articles hal-01275247v1
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An algorithmic Survey of Parametric Value Function Approximation

Matthieu Geist , Olivier Pietquin
IEEE Transactions on Neural Networks and Learning Systems, 2013, 24 (6), pp.845-867. ⟨10.1109/TNNLS.2013.2247418⟩
Journal articles hal-00869725v1
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Approximate modified policy iteration and its application to the game of Tetris

Bruno Scherrer , Mohammad Ghavamzadeh , Victor Gabillon , Boris Lesner , Matthieu Geist et al.
Journal of Machine Learning Research, 2015, 16, pp.1629−1676
Journal articles hal-01091341v1

Optimism in Active Learning

Timothé Collet , Olivier Pietquin
Computational Intelligence and Neuroscience, 2015, 2015, pp.1--17. ⟨10.1155/2015/973696⟩
Journal articles hal-01225798v1
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Softened approximate policy iteration for Markov games

Julien Pérolat , Bilal Piot , Matthieu Geist , Bruno Scherrer , Olivier Pietquin et al.
ICML 2016 - 33rd International Conference on Machine Learning, Jun 2016, New York City, United States
Conference papers hal-01393328v1
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Bayesian Credible Intervals for Online and Active Learning of Classification Trees

Timothé Collet , Olivier Pietquin
ADPRL 2015 - Symposium on Adaptive Dynamic Programming and Reinforcement Learning., Dec 2015, Cape Town, South Africa
Conference papers hal-01225850v1
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Score-based Inverse Reinforcement Learning

Layla El Asri , Bilal Piot , Matthieu Geist , Romain Laroche , Olivier Pietquin et al.
International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2016), May 2016, Singapore, Singapore
Conference papers hal-01406886v1

Compact and Interpretable Dialogue State Representation with Genetic Sparse Distributed Memory

Layla El Asri , Romain Laroche , Olivier Pietquin
7th International Workshop on Spoken Dialogue Systems (IWSDS 2016), Jan 2016, Saariselka, Finland
Conference papers hal-01406873v1
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A multiplicative UCB strategy for Gamma rewards

Matthieu Geist
European Workshop on Reinforcement Learning, 2015, Lille, France
Conference papers hal-01258820v1
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Imitation Learning Applied to Embodied Conversational Agents

Bilal Piot , Matthieu Geist , Olivier Pietquin
4th Workshop on Machine Learning for Interactive Systems (MLIS 2015), Jul 2015, Lille, France
Conference papers hal-01225816v1
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Inverse Reinforcement Learning in Relational Domains

Thibaut Munzer , Bilal Piot , Matthieu Geist , Olivier Pietquin , Manuel Lopes et al.
International Joint Conferences on Artificial Intelligence, Jul 2015, Buenos Aires, Argentina
Conference papers hal-01154650v1
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Soft-max boosting

Matthieu Geist
Machine Learning, 2015, 100 (2), pp.305-332. ⟨10.1007/s10994-015-5491-2⟩
Journal articles hal-01258816v1