Robust Tests in Online Decision-Making

Gi-Soo Kim, Hyun-Joon Yang, Jane P. Kim

Bandit algorithms are widely used in sequential decision problems to maximize the cumulative reward. One potential application is mobile health, where the goal is to promote the us…