Multi-armed Bandit Models for the Optimal Design of Clinical Trials: Benefits and Challenges

Sofía S. Villar, Jack Bowden, James Wason

Multi-armed bandit problems (MABPs) are a special type of optimal control problem well suited to model resource allocation under uncertainty in a wide variety of contexts. Since th…