Research Interests

• Statistical methods for Dialogue Management; especially POMDP based models.
• Statistical belief tracking of the state of dialogues.
• Automatic dialogue policy learning/optimization using Dynamic Programming and Reinforcement Learning.
• Spoken Dialogue Systems.
• General application of statistical Machine Learning (ML) techniques.