Unbiased Estimation of the Value of an Optimized Policy

Elon Portugaly, Joseph J. Pfeiffer

Randomized trials, also known as A/B tests, are used to select between two policies: a control and a treatment. Given a corresponding set of features, we can ideally learn an optim…