Sample-efficient Deep Reinforcement Learning for Dialog Control

Kavosh Asadi, Jason D. Williams

Representing a dialog policy as a recurrent neural network (RNN) is attractive because it handles partial observability, infers a latent representation of state, and can be optimiz…