Incentivizing Exploration by Heterogeneous Users

Bangrui Chen, Peter I. Frazier, David Kempe

Abstract: We consider the problem of incentivizing exploration with heterogeneous agents. In this problem, $N$ bandit arms provide vector-valued outcomes equal to an unknown arm-specific attribute vector, pe...