Empirical Evaluation of a Reinforcement Learning Spoken Dialogue System

Book One

Volume

Proceedings of the AAAI Conference on Artificial Intelligence, 17

Machine Learning and Data Mining

We report on the design, construction, and empirical evaluation of a large-scale spoken dialogue system that optimizes its performance via reinforcement learning on human user dialogue data.