Learning Optimal and Fair Policies for Online Allocation of Scarce Societal Resources from Data Collected in Deployment

Bill Tang, Çağıl Koçyiğit, Eric Rice +1

We study the problem of allocating scarce societal resources of different types (e.g., permanent housing, deceased donor kidneys for transplantation, ventilators) to heterogeneous…