Deep Reinforcement Learning for Multi-Domain Dialogue Systems

Heriberto Cuayáhuitl, Seunghak Yu, Ashley Williamson +1

Standard deep reinforcement learning methods such as Deep Q-Networks (DQN) for multiple tasks (domains) face scalability problems. We propose a method for multi-domain dialogue pol…