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.