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.
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