rules in our dynamic allocation problems with incomplete information and learning, and between the classical problem of …We derive conditions on the learning environment - which encompasses both Bayesian and non-Bayesian processes … - ensuring that an efficient allocation of resources is achievable in a dynamic allocation environment where impatient, privately …