Senthilkumar Chandramohan

Employment

• Microsoft Corp
  2014 - Present

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (11)

• Behavior specific user simulation in spoken dialogue systems
  Sprachkommunikation - 10. ITG-Fachtagung 2020
  +Save
• A comprehensive reinforcement learning framework for dialogue management optimization
  IEEE Journal on Selected Topics in Signal Processing 2012 DOI: 10.1109/JSTSP.2012.2229257
  +Save
• Behavior specific user simulation in spoken dialogue systems
  Proceedings of 10th ITG Symposium on Speech Communication 2012
  +Save
• Clustering behaviors of spoken dialogue systems users
  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2012 DOI: 10.1109/ICASSP.2012.6289038
  +Save
• Sample efficient on-line learning of optimal dialogue policies with Kalman temporal differences
  IJCAI International Joint Conference on Artificial Intelligence 2011 DOI: 10.5591/978-1-57735-516-8/IJCAI11-314
  +Save
• Sample-efficient batch reinforcement learning for dialogue management optimization
  ACM Transactions on Speech and Language Processing 2011 DOI: 10.1145/1966407.1966412
  +Save
• Uncertainty management for on-line optimisation of a POMDP-based large-scale spoken dialogue system
  Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2011
  +Save
• User simulation in dialogue systems using Inverse Reinforcement Learning
  Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2011
  +Save
• Optimizing spoken dialogue management with fitted value iteration
  Proceedings of the 11th Annual Conference of the International Speech Communication Association, INTERSPEECH 2010 2010
  +Save
• Sparse approximate dynamic programming for dialog management
  Proceedings of the SIGDIAL 2010 Conference: 11th Annual Meeting of the Special Interest Group onDiscourse and Dialogue 2010
  +Save