Senthilkumar Chandramohan
TitleCited byYear
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
User simulation in dialogue systems using inverse reinforcement learning
S Chandramohan, M Geist, F Lefevre, O Pietquin
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
Sample efficient on-line learning of optimal dialogue policies with kalman temporal differences
O Pietquin, M Geist, S Chandramohan
Twenty-Second International Joint Conference on Artificial Intelligence, 2011
Optimizing spoken dialogue management with fitted value iteration
S Chandramohan, M Geist, O Pietquin
Eleventh Annual Conference of the International Speech Communication Association, 2010
Uncertainty management for on-line optimisation of a POMDP-based large-scale spoken dialogue system
L Daubigney, M Gašić, S Chandramohan, M Geist, O Pietquin, S Young
Co-adaptation in spoken dialogue systems
S Chandramohan, M Geist, F Lefevre, O Pietquin
Natural interaction with robots, knowbots and smartphones, 343-353, 2014
Sparse approximate dynamic programming for dialog management
S Chandramohan, M Geist, O Pietquin
Proceedings of the 11th Annual Meeting of the Special Interest Group on …, 2010
Task completion platform: A self-serve multi-domain goal oriented dialogue platform
PA Crook, A Marin, V Agarwal, K Aggarwal, T Anastasakos, R Bikkula, ...
Proceedings of the 2016 Conference of the North American Chapter of the …, 2016
Clustering behaviors of spoken dialogue systems users
S Chandramohan, M Geist, F Lefevre, O Pietquin
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
Behavior specific user simulation in spoken dialogue systems
S Chandramohan, M Geist, F Lefevre, O Pietquin
Speech Communication; 10. ITG Symposium, 1-4, 2012
User and noise adaptive dialogue management using hybrid system actions
S Chandramohan, O Pietquin
International Workshop on Spoken Dialogue Systems Technology, 13-24, 2010
User simulation in the development of statistical spoken dialogue systems
S Keizer, S Rossignol, S Chandramohan, O Pietquin
Data-Driven Methods for Adaptive Spoken Dialogue Systems, 39-73, 2012
Revisiting User Simulation in Dialogue Systems. Do we still need them? Will imitation play the role of simulation?
S Chandramohan
Laboratoire Informatique d'Avignon - l'Université d'Avignon (UAPV), 2012
Regroupement non-supervisé d'utilisateurs par leur comportement pour les systèmes de dialogue parlé
S Chandramohan, M Geist, F Lefèvre, O Pietquin
Apprentissage par Renforcement Inverse pour la Simulation d'Utilisateurs dans les Systèmes de Dialogue
S Chandramohan, M Geist, O Pietquin
Gestion de l'incertitude pour l'optimisation en ligne d'un gestionnaire de dialogues parlés à grande échelle basé sur les POMDP
L Daubigney, S Chandramohan, M Geist, O Pietquin
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