Academic Interests

Introduction

Application of statistical approaches to Machine Learning, Reinforcement Learning, Dialogue Management, Robotics, User Modelling/goal recognition.

Statistical Machine Learning

• • Bayesian Non-Parametric

  • POMDPS

  • Reinforcement Learning

Application Areas

• • Spoken Dialogue Management

  • Robotics

  • User Modelling

  • Behaviour / Goal Recognition - of mice, flies and humans.