Some performance considerations when using multi-armed bandit algorithms in the presence of missing data.
When comparing bostik mvp 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, ignoring missing outcomes.We investigate the impact o