Pak Hou Che

Collecting probabilistic goods: a framework for sequential decision-making based on the Coupon Collector’s Problem

Abstract In this work, we investigate consumers’ sequential decision-making behavior under the setting of collection-based probabilistic selling. We formulate the sequential purchasing process as a draw-level Markov Decision Process (MDP) built on the classical Coupon Collector’s...