Biometric Fingerprints Based Radio Frequency Identification. - Sundaram Jayakumar; Senthilkumar Chandramohan (ISI, 2005)

Optimizing spoken dialogue management with fitted value iteration. - Senthilkumar Chandramohan; Matthieu Geist; Olivier Pietquin (INTERSPEECH, 2010)

User and Noise Adaptive Dialogue Management Using Hybrid System Actions. - Senthilkumar Chandramohan; Olivier Pietquin (IWSDS, 2010)

Sparse Approximate Dynamic Programming for Dialog Management. - Senthilkumar Chandramohan; Matthieu Geist; Olivier Pietquin (SIGDIAL Conference, 2010)

Sample Efficient On-Line Learning of Optimal Dialogue Policies with Kalman Temporal Differences. - Olivier Pietquin; Matthieu Geist; Senthilkumar Chandramohan (IJCAI, 2011)

User Simulation in Dialogue Systems Using Inverse Reinforcement Learning. - Senthilkumar Chandramohan; Matthieu Geist; Fabrice Lefèvre; Olivier Pietquin (INTERSPEECH, 2011)

Uncertainty Management for On-Line Optimisation of a POMDP-Based Large-Scale Spoken Dialogue System. - Lucie Daubigney; Milica Gasic; Senthilkumar Chandramohan; Matthieu Geist; Olivier Pietquin; Steve J. Young (INTERSPEECH, 2011)

Sample-efficient batch reinforcement learning for dialogue management optimization. - Olivier Pietquin; Matthieu Geist; Senthilkumar Chandramohan; Hervé Frezza-Buet (ACM Trans. Speech Lang. Process., 2011)

Behavior Specific User Simulation in Spoken Dialogue Systems. - Senthilkumar Chandramohan; Matthieu Geist; Fabrice Lefèvre; Olivier Pietquin (ITG Conference on Speech Communication, 2012)

Clustering behaviors of Spoken Dialogue Systems users. - Senthilkumar Chandramohan; Matthieu Geist; Fabrice Lefèvre; Olivier Pietquin (ICASSP, 2012)

Co-adaptation in Spoken Dialogue Systems. - Senthilkumar Chandramohan; Matthieu Geist; Fabrice Lefèvre; Olivier Pietquin (IWSDS, 2012)

A Comprehensive Reinforcement Learning Framework for Dialogue Management Optimization. - Lucie Daubigney; Matthieu Geist; Senthilkumar Chandramohan; Olivier Pietquin (IEEE J. Sel. Top. Signal Process., 2012)

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 ?). - Senthilkumar Chandramohan (2012)

Task Completion Platform: A self-serve multi-domain goal oriented dialogue platform. - 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; et al. (HLT-NAACL Demos, 2016)