When comparing the performance of multi-armed bandit algorithms. the potential impact of missing data is often overlooked. In practice. it also affects their implementation where the simplest approach to overcome this is to continue to sample according to the original bandit algorithm. https://www.spidertattooz.com/Powell-Mahoney-Bloody-Mary-Mix-750ml/