Senthilkumar Chandramohan

According to our database, Senthilkumar Chandramohan authored at least 14 papers between 2005 and 2016.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2016

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, 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

Proceedings of the Demonstrations Session, 2016

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

PhD thesis, 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

Co-adaptation in Spoken Dialogue Systems.

Senthilkumar Chandramohan, Matthieu Geist, Fabrice Lefèvre, Olivier Pietquin

Proceedings of the Natural Interaction with Robots, 2012

Clustering behaviors of Spoken Dialogue Systems users.

Senthilkumar Chandramohan, Matthieu Geist, Fabrice Lefèvre, Olivier Pietquin

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Behavior Specific User Simulation in Spoken Dialogue Systems.

Senthilkumar Chandramohan, Matthieu Geist, Fabrice Lefèvre, Olivier Pietquin

Proceedings of the 10th ITG Conference on Speech Communication, 2012

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

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

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

User Simulation in Dialogue Systems Using Inverse Reinforcement Learning.

Senthilkumar Chandramohan, Matthieu Geist, Fabrice Lefèvre, Olivier Pietquin

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Sample Efficient On-Line Learning of Optimal Dialogue Policies with Kalman Temporal Differences.

Olivier Pietquin, Matthieu Geist, Senthilkumar Chandramohan

Proceedings of the IJCAI 2011, 2011

2010

Sparse Approximate Dynamic Programming for Dialog Management.

Senthilkumar Chandramohan, Matthieu Geist, Olivier Pietquin

Proceedings of the SIGDIAL 2010 Conference, 2010

User and Noise Adaptive Dialogue Management Using Hybrid System Actions.

Senthilkumar Chandramohan, Olivier Pietquin

Proceedings of the Spoken Dialogue Systems for Ambient Environments, 2010

Optimizing spoken dialogue management with fitted value iteration.

Senthilkumar Chandramohan, Matthieu Geist, Olivier Pietquin

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

2005

Biometric Fingerprints Based Radio Frequency Identification.

Sundaram Jayakumar, Senthilkumar Chandramohan

Proceedings of the Intelligence and Security Informatics, 2005