Author

Senthilkumar Chandramohan

Observed names: CHANDRAMOHAN, Senthilkumar, Chandramohan, S, Chandramohan, Senthilkumar, Senthilkumar Ch

Observed institutions: Supélec, Georgia Tech-Europe, Microsoft (United States), Université d'Avignon et des Pays de Vaucluse, Georgia Tech-CNRS Laboratory, Laboratoire Informatique d'Avignon

ORCID: 0000-0002-8909-5485

Observed ORCID: 0000-0002-8909-5485

OpenAlex ID: A5031626252

Sample-efficient batch reinforcement learning for dialogue management optimization

2011 · Olivier Pietquin, Matthieu Geist, et al. · ACM Transactions on Speech and Language Processing · 93

User simulation in dialogue systems using inverse reinforcement learning

2011 · Senthilkumar Chandramohan, Matthieu Geist, et al. · Interspeech (USB) · 89

PDF

A Comprehensive Reinforcement Learning Framework for Dialogue Management Optimization

2012 · Lucie Daubigney, Matthieu Geist, et al. · IEEE Journal of Selected Topics in Signal Processing · 56

Optimizing spoken dialogue management with fitted value iteration

2010 · Senthilkumar Chandramohan, Matthieu Geist, et al. · Interspeech (USB) · 29

Uncertainty management for on-line optimisation of a POMDP-based large-scale spoken dialogue system

2011 · Lucie Daubigney, Milica Gašić, et al. · Interspeech (USB) · 24

Task Completion Platform: A self-serve multi-domain goal oriented dialogue platform

2016 · Paul Crook, Alex Marin, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 22

PDF

Co-adaptation in Spoken Dialogue Systems

2013 · Senthilkumar Chandramohan, Matthieu Geist, et al. · Springer eBooks · 19

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

2011 · Olivier Pietquin, Matthieu Geist, et al. · HAL · 14

PDF

Clustering behaviors of Spoken Dialogue Systems users

2012 · Senthilkumar Chandramohan, Matthieu Geist, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 11

User Simulation in the Development of Statistical Spoken Dialogue Systems

2012 · Simon Keizer, Stéphane Rossignol, et al. · Springer eBooks · 10

Sparse Approximate Dynamic Programming for Dialog Management

2010 · Chandramohan, Senthilkumar, Geist, Matthieu, et al. · HAL · 10

User and Noise Adaptive Dialogue Management Using Hybrid System Actions

2010 · Senthilkumar Chandramohan, Olivier Pietquin · Lecture notes in computer science · 7

Behavior Specific User Simulation in Spoken Dialogue Systems

2012 · Chandramohan, Senthilkumar, Geist, Matthieu, et al. · HAL · 6

Co-adaptation in Spoken Dialogue Systems

2012 · Chandramohan, Senthilkumar, Geist, Matthieu, et al. · HAL · 4

Revisiting user simulation in dialogue systems : do we still need them ? : will imitation play the role of simulation ?

2012 · Senthilkumar Chandramohan · theses.fr (ABES) · 1

PDF

Regroupement non-supervisé d'utilisateurs par leur comportement pour les systèmes de dialogue parlé

2012 · Chandramohan, Senthilkumar, Geist, Matthieu, et al. · HAL · 1

Gestion de l'incertitude pour l'optimisation en ligne d'un gestionnaire de dialogues parlés à grande échelle basé sur les POMDP

2011 · Daubigney, Lucie, Chandramohan, Senthilkumar, et al. · HAL · 1

Apprentissage par Renforcement Inverse pour la Simulation d'Utilisateurs dans les Systèmes de Dialogue

2011 · Chandramohan, Senthilkumar, Geist, Matthieu, et al. · HAL · 1

Uncertainty management for on-line optimisation of a POMDP-based large-scale spoken dialogue system

2011 · Daubigney, L, Gasic, M, et al. · Cambridge University Engineering Department Publications Database

Works count: 22

Citation count: 398

H-index: 10

I10-index: 11