Then, based on the KG, we present structured dialogue management (Section 3) to explore the optimal dialogue strategy with reinforcement learning.
our dialogue management consists of (1) the KG-based dialogue state tracker (KG-DST) that treats embeddings of nodes in the KG as dialogue states and (2) the hierarchical dialogue policy (HDP) where high-level and low-level agents unfold the dialogue together.