What Does The User Want? Information Gain for Hierarchical Dialogue Policy Optimisation

Christian Geishauser, Songbo Hu, Hsien-chin Lin +5

The dialogue management component of a task-oriented dialogue system is typically optimised via reinforcement learning (RL). Optimisation via RL is highly susceptible to sample ine…