Davud Rostam-Afschar

Earning while learning: How to run batched bandit experiments

Researchers typically collect experimental data sequentially, allowing early outcome observations and adaptive treatment assignment to reduce exposure to inferior treatments. In this article, we review multiarmed bandit adaptive experimental designs that balance exploration and exploitation. Because adaptively collecte...