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ORCIDSenthilkumar Chandramohan
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2010 – 2019
- 2016
[c11]Paul A. Crook, Alex Marin, Vipul Agarwal, Khushboo Aggarwal, Tasos Anastasakos, Ravi Bikkula, Daniel Boies, Asli Celikyilmaz, Senthilkumar Chandramohan, Zhaleh Feizollahi, Roman Holenstein, Minwoo Jeong, Omar Zia Khan, Young-Bum Kim, Elizabeth Krawczyk, Xiaohu Liu, Danko Panic, Vasiliy Radostev, Nikhil Ramesh, Jean-Philippe Robichaud, Alexandre Rochette, Logan Stromberg, Ruhi Sarikaya:
Task Completion Platform: A self-serve multi-domain goal oriented dialogue platform. HLT-NAACL Demos 2016: 47-51- 2012
- [b1]Senthilkumar Chandramohan:
Revisiting user simulation in dialogue systems : do we still need them ? : will imitation play the role of simulation ? (Revisiter la simulation d'utilisateurs dans les systèmes de dialogue parlé : est-elle encore nécessaire ? : est-ce que l'imitation peut jouer le rôle de la simulation ?). University of Avignon, France, 2012 - [j2]Lucie Daubigney, Matthieu Geist, Senthilkumar Chandramohan
, Olivier Pietquin:
A Comprehensive Reinforcement Learning Framework for Dialogue Management Optimization. IEEE J. Sel. Top. Signal Process. 6(8): 891-902 (2012) - [c10]Senthilkumar Chandramohan, Matthieu Geist, Fabrice Lefèvre, Olivier Pietquin:
Behavior Specific User Simulation in Spoken Dialogue Systems. ITG Conference on Speech Communication 2012: 1-4 - [c9]Senthilkumar Chandramohan, Matthieu Geist, Fabrice Lefèvre, Olivier Pietquin:
Clustering behaviors of Spoken Dialogue Systems users. ICASSP 2012: 4981-4984 - [c8]Senthilkumar Chandramohan, Matthieu Geist, Fabrice Lefèvre, Olivier Pietquin:
Co-adaptation in Spoken Dialogue Systems. IWSDS 2012: 343-353 - 2011
- [j1]Olivier Pietquin, Matthieu Geist, Senthilkumar Chandramohan, Hervé Frezza-Buet:
Sample-efficient batch reinforcement learning for dialogue management optimization. ACM Trans. Speech Lang. Process. 7(3): 7:1-7:21 (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 J. 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
2000 – 2009
- 2005
- [c1]Sundaram Jayakumar, Senthilkumar Chandramohan:
Biometric Fingerprints Based Radio Frequency Identification. ISI 2005: 666-668
Coauthor Index
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