Joint online learning and resource allocation is a fundamental problem inherent in many applications. In this problem, an agent must allocate resources while adaptively learning the distributions of unknown parameters under delayed feedback. We introduce a general personalized framework that...

In this article, an imperfect vendor-buyer inventory system with stochastic demand, process quality control and learning in production is investigated. It is assumed that there are learning in production and investment for process quality improvement at the vendor’s end, and lot-size dependent...