The Perils of Misspecified Priors and Optional Stopping in Multi-Armed Bandits

The connection between optimal stopping times of American Options and multi-armed bandits is the subject of active research. This article investigates the effects of optional stopping in a particular class of multi-armed bandit experiments, which randomly allocates observations to arms proportional...

Full description

Bibliographic Details
Main Author: Markus Loecher
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-07-01
Series:Frontiers in Artificial Intelligence
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2021.715690/full