Qiaona Zhao

Deep Reinforcement Learning-based Dialogue Policy with Graph Convolutional Q-network

Deep Reinforcement learning (DRL) has been successfully applied to the dialogue policy of task-oriented dialogue systems. However, one challenge in the existing DRL-based dialogue policy methods is their unstructured state-action representations without the ability to learn the relationship between…