Bergemann, Dirk; Valimaki, Juuso - Cowles Foundation for Research in Economics, Yale University - 2006
We survey the literature on multi-armed bandit models and their applications in economics. The multi-armed bandit problem is a statistical decision model of an agent trying to optimize his decisions while improving his information at the same time. This classic problem has received much...