Batch Policy Gradient Methods for Improving Neural Conversation Models

Kirthevasan Kandasamy, Yoram Bachrach, Ryota Tomioka +2

We study reinforcement learning of chatbots with recurrent neural network architectures when the rewards are noisy and expensive to obtain. For instance, a chatbot used in automate…