1 code implementation • 7 Feb 2024 • Biyonka Liang, Lily Xu, Aparna Taneja, Milind Tambe, Lucas Janson
Restless multi-armed bandits (RMABs) are used to model sequential resource allocation in public health intervention programs.
no code implementations • 9 Nov 2023 • Biyonka Liang, Iavor Bojinov
We develop the Mixture Adaptive Design (MAD), a new experimental design for multi-armed bandit experiments that produces powerful and anytime-valid inference on the ATE for \emph{any} bandit algorithm of the experimenter's choice, even those without probabilistic treatment assignment.