| 2012 | ||
|---|---|---|
| j2 | Lucie Daubigney, Matthieu Geist, Senthilkumar Chandramohan, Olivier Pietquin: A Comprehensive Reinforcement Learning Framework for Dialogue Management Optimization. J. Sel. Topics Signal Processing 6(8): 891-902 (2012) | |
| c9 | Senthilkumar Chandramohan, Matthieu Geist, Fabrice Lefèvre, Olivier Pietquin: Behavior Specific User Simulation in Spoken Dialogue Systems. ITG Conference on Speech Communication 2012: 1-4 | |
| c8 | Senthilkumar Chandramohan, Matthieu Geist, Fabrice Lefèvre, Olivier Pietquin: Clustering behaviors of Spoken Dialogue Systems users. ICASSP 2012: 4981-4984 | |
| 2011 | ||
| j1 | Olivier Pietquin, Matthieu Geist, Senthilkumar Chandramohan, Hervé Frezza-Buet: Sample-efficient batch reinforcement learning for dialogue management optimization. TSLP 7(3): 7 (2011) | |
| c7 | Olivier Pietquin, Matthieu Geist, Senthilkumar Chandramohan: Sample Efficient On-Line Learning of Optimal Dialogue Policies with Kalman Temporal Differences. IJCAI 2011: 1878-1883 | |
| c6 | Senthilkumar Chandramohan, Matthieu Geist, Fabrice Lefèvre, Olivier Pietquin: User Simulation in Dialogue Systems Using Inverse Reinforcement Learning. INTERSPEECH 2011: 1025-1028 | |
| c5 | Lucie Daubigney, Milica Gasic, Senthilkumar Chandramohan, Matthieu Geist, Olivier Pietquin, Steve Young: Uncertainty Management for On-Line Optimisation of a POMDP-Based Large-Scale Spoken Dialogue System. INTERSPEECH 2011: 1301-1304 | |
| 2010 | ||
| c4 | Senthilkumar Chandramohan, Matthieu Geist, Olivier Pietquin: Optimizing spoken dialogue management with fitted value iteration. INTERSPEECH 2010: 86-89 | |
| c3 | Senthilkumar Chandramohan, Olivier Pietquin: User and Noise Adaptive Dialogue Management Using Hybrid System Actions. IWSDS 2010: 13-24 | |
| c2 | Senthilkumar Chandramohan, Matthieu Geist, Olivier Pietquin: Sparse Approximate Dynamic Programming for Dialog Management. SIGDIAL Conference 2010: 107-115 | |
| 2005 | ||
| c1 | Sundaram Jayakumar, Senthilkumar Chandramohan: Biometric Fingerprints Based Radio Frequency Identification. ISI 2005: 666-668 | |
| 1 | Lucie Daubigney | |
| 2 | Hervé Frezza-Buet | |
| 3 | Milica Gasic | |
| 4 | Matthieu Geist | |
| 5 | Sundaram Jayakumar | |
| 6 | Fabrice Lefèvre (Fabrice Lefevre) | |
| 7 | Olivier Pietquin | |
| 8 | Steve Young |
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