• VOILA's dialogue strategy is optimised via Reinforcement Learning to achieve an optimal trade-off between the accuracy of the concepts it learns/has learnt from users, and the effort that the dialogues incur on the users: this is a form of active learning where the agent only asks about something if it doesn't already know the answer with some appropriate confidence (see <cite>(Yu et al., 2016)</cite> for more detail).