| 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 | 120 | 2011 |
| User simulation in dialogue systems using inverse reinforcement learning S Chandramohan, M Geist, F Lefevre, O Pietquin Interspeech 2011, 1025-1028, 2011 | 119 | 2011 |
| 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 | 63 | 2012 |
| Sample efficient on-line learning of optimal dialogue policies with kalman temporal differences O Pietquin, M Geist, S Chandramohan IJCAI 2011, 1878-1883, 2011 | 51 | 2011 |
| Optimizing spoken dialogue management with fitted value iteration. S Chandramohan, M Geist, O Pietquin INTERSPEECH, 86-89, 2010 | 36 | 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 Interspeech 2011, 1301-1304, 2011 | 32 | 2011 |
| Task completion platform: A self-serve multi-domain goal oriented dialogue platform PA Crook, A Marin, V Agarwal, K Aggarwal, T Anastasakos, R Bikkula, ... | 24 | 2016 |
| Co-adaptation in spoken dialogue systems S Chandramohan, M Geist, F Lefevre, O Pietquin Natural Interaction with Robots, Knowbots and Smartphones: Putting Spoken …, 2014 | 21 | 2014 |
| Sparse approximate dynamic programming for dialog management S Chandramohan, M Geist, O Pietquin Proceedings of the SIGDIAL 2010 Conference, 107-115, 2010 | 17 | 2010 |
| 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 | 13 | 2012 |
| 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: Computational …, 2012 | 12 | 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 | 11 | 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 | 8 | 2010 |
| 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 | 4 | 2012 |
| Regroupement non-supervisé d'utilisateurs par leur comportement pour les systèmes de dialogue parlé S Chandramohan, M Geist, F Lefèvre, O Pietquin Journées Francophones sur la planification, la décision et l'apprentissage …, 2012 | 2 | 2012 |
| Apprentissage par Renforcement Inverse pour la Simulation d'Utilisateurs dans les Systèmes de Dialogue S Chandramohan, M Geist, O Pietquin JFPDA 2011, 1-7, 2011 | 2 | 2011 |
| 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 JFPDA 2011, 1-7, 2011 | 2 | 2011 |
Olivier PietquinCohere | ex Google DeepMind (On leave - Professor at University of Lille)Verified email at univ-lille.fr
