Self-improving Chatbots based on Deep Reinforcement Learning

Reinforcement Learning (RL) model for self-improving chatbots, specifically targeting FAQ-type chatbots

Elena Ricciardelli, Debmalya Biswas

Abstract. We present a Reinforcement Learning (RL) model for self-improving chatbots, specifically targeting FAQ-type chatbots. The model is not aimed at building a dialog system from scratch, but to leverage data from user conversations to improve chatbot performance. At the core of our approach…