One‐ and Two‐Armed Bandit Problems

Maximizing power and minimizing treatment failures in clinical trials

“…We consider only randomized, myopic procedures. Others have dealt with the problem from the far more difficult vantage of the two-armed bandit problem [3,4]. Most of the bandit literature deals with nonrandomized procedures and a globally optimal solution requires parallel processing.…”