polle: Policy Learning

Framework for evaluating user-specified finite stage policies and learning realistic policies via doubly robust loss functions. Policy learning methods include doubly robust Q-learning, sequential policy tree learning, and outcome weighted learning. See Nordland and Holst (2022) <doi:10.48550/arXiv.2212.02335> for documentation and references.

Package details

AuthorAndreas Nordland [aut, cre], Klaus Holst [aut] (<https://orcid.org/0000-0002-1364-6789>)
MaintainerAndreas Nordland <andreasnordland@gmail.com>
LicenseApache License (>= 2)
Version1.4
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("polle")

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polle documentation built on May 29, 2024, 1:15 a.m.