Reinforcement Learning for Slate-based Recommender Systems: A Tractable Decomposition and Practical Methodology

Eugene Ie, Vihan Jain, Jing Wang +10

Most practical recommender systems focus on estimating immediate user engagement without considering the long-term effects of recommendations on user behavior. Reinforcement learni…