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
In this work, we develop the Mixture Adaptive Design (MAD), a new experimental design for multi-armed bandits that enables continuous inference on the ATE with guarantees on statistical validity and power for nearly any bandit algorithm.