Matthieu Geist
Matthieu Geist
Google Brain (on leave of Professor, Université de Lorraine)
Verified email at univ-lorraine.fr
Title
Cited by
Cited by
Year
Sample-efficient batch reinforcement learning for dialogue management optimization
O Pietquin, M Geist, S Chandramohan, H Frezza-Buet
ACM Transactions on Speech and Language Processing (TSLP) 7 (3), 1-21, 2011
952011
Algorithmic survey of parametric value function approximation
M Geist, O Pietquin
IEEE Transactions on Neural Networks and Learning Systems 24 (6), 845-867, 2013
94*2013
Kalman temporal differences
M Geist, O Pietquin
Journal of artificial intelligence research 39, 483-532, 2010
902010
User simulation in dialogue systems using inverse reinforcement learning
S Chandramohan, M Geist, F Lefevre, O Pietquin
Twelfth Annual Conference of the International Speech Communication Association, 2011
872011
Inverse reinforcement learning through structured classification
E Klein, M Geist, B Piot, O Pietquin
NIPS 2012, 1-9, 2012
862012
Human activity recognition using recurrent neural networks
D Singh, E Merdivan, I Psychoula, J Kropf, S Hanke, M Geist, A Holzinger
International cross-domain conference for machine learning and knowledge …, 2017
762017
Off-policy learning with eligibility traces: a survey.
M Geist, B Scherrer
J. Mach. Learn. Res. 15 (1), 289-333, 2014
762014
A theory of regularized markov decision processes
M Geist, B Scherrer, O Pietquin
International Conference on Machine Learning, 2160-2169, 2019
672019
Approximate modified policy iteration and its application to the game of Tetris.
B Scherrer, M Ghavamzadeh, V Gabillon, B Lesner, M Geist
J. Mach. Learn. Res. 16, 1629-1676, 2015
672015
Laugh-aware virtual agent and its impact on user amusement
R Niewiadomski, J Hofmann, J Urbain, T Platt, J Wagner, P Bilal, T Ito, ...
University of Zurich, 2013
632013
A comprehensive reinforcement learning framework for dialogue management optimization
L Daubigney, M Geist, S Chandramohan, O Pietquin
IEEE Journal of Selected Topics in Signal Processing 6 (8), 891-902, 2012
542012
Boosted bellman residual minimization handling expert demonstrations
B Piot, M Geist, O Pietquin
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014
472014
Approximate modified policy iteration
B Scherrer, V Gabillon, M Ghavamzadeh, M Geist
arXiv preprint arXiv:1205.3054, 2012
472012
Sample efficient on-line learning of optimal dialogue policies with kalman temporal differences
O Pietquin, M Geist, S Chandramohan
IJCAI 2011, 1878-1883, 2011
442011
A cascaded supervised learning approach to inverse reinforcement learning
E Klein, B Piot, M Geist, O Pietquin
Joint European conference on machine learning and knowledge discovery in …, 2013
412013
Parametric value function approximation: A unified view
M Geist, O Pietquin
2011 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement …, 2011
412011
Bridging the gap between imitation learning and inverse reinforcement learning
B Piot, M Geist, O Pietquin
IEEE transactions on neural networks and learning systems 28 (8), 1814-1826, 2016
392016
Managing uncertainty within the ktd framework
M Geist, O Pietquin
Proceedings of the Workshop on Active Learning and Experimental Design (AL&E …, 2010
39*2010
A Dantzig selector approach to temporal difference learning
M Geist, B Scherrer, A Lazaric, M Ghavamzadeh
arXiv preprint arXiv:1206.6480, 2012
362012
Kalman Temporal Differences: the deterministic case
M Geist, O Pietquin, G Fricout
2009 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement …, 2009
362009
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Articles 1–20