Bayes-Optimal Entropy Pursuit for Active Choice-Based Preference Learning

Stephen N. Pallone, Peter I. Frazier, Shane G. Henderson

We analyze the problem of learning a single user's preferences in an active learning setting, sequentially and adaptively querying the user over a finite time horizon. Learning is…