Optimal Recommendation to Users that React: Online Learning for a Class of POMDPs

Rahul Meshram, Aditya Gopalan, D. Manjunath

We describe and study a model for an Automated Online Recommendation System (AORS) in which a user's preferences can be time-dependent and can also depend on the history of past re…