Reinforcement Learning for Adaptive Dialogue Systems

The past decade has seen a revolution in the field of spoken dialogue systems. This work provides insights, lessons, and inspiration for future research and development – not only for spoken dialogue systems in particular, but for data-driven approaches to human-machine interaction in general.