Some performance considerations when using multi-armed bandit algorithms in the presence of missing data

Xijin Chen, Kim May Lee, Sofia S. Villar +1

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 t…