Adaptive Experimentation When You Can't Experiment

Yao Zhao, Kwang-Sung Jun, Tanner Fiez +1

This paper introduces the \emph{confounded pure exploration transductive linear bandit} (\texttt{CPET-LB}) problem. As a motivating example, often online services cannot directly a…