StreamingBandit: Experimenting with Bandit Policies

A large number of statistical decision problems in the social sciences and beyond can be framed as a (contextual) multi-armed bandit problem. However, it is notoriously hard to develop and evaluate policies that tackle these types of problems, and to use such policies in applied studies. To address...

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Bibliographic Details
Main Authors: Jules Kruijswijk, Robin van Emden, Petri Parvinen, Maurits Kaptein
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2020-08-01
Series:Journal of Statistical Software
Subjects:
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/2881