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polle  

Policy Learning
View on CRAN: Click here


Download and install polle package within the R console
Install from CRAN:
install.packages("polle")

Install from Github:
library("remotes")
install_github("cran/polle")

Install by package version:
library("remotes")
install_version("polle", "1.6.4")



Attach the package and use:
library("polle")
Maintained by
Andreas Nordland
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-10-31
Latest Update: 2024-09-06
Description:
Framework for evaluating user-specified finite stage policies and learning realistic policies via doubly robust loss functions. Policy learning methods include doubly robust restricted Q-learning, sequential policy tree learning and outcome weighted learning. See Nordland and Holst (2022) for documentation and references.
How to cite:
Andreas Nordland (2022). polle: Policy Learning. R package version 1.6.4, https://cran.r-project.org/web/packages/polle. Accessed 26 Oct. 2026.
Previous versions and publish date:
(2026-10-11 16:00), 0.1 (2022-10-31 15:34), 1.0 (2022-12-06 18:30), 1.2 (2023-02-07 16:32), 1.3 (2023-07-06 19:00), 1.4 (2024-04-25 12:30), 1.5 (2024-09-06 16:30), 1.6.0 (2025-10-30 14:00), 1.6.1 (2025-12-01 16:40), 1.6.2 (2025-12-04 15:40), 1.6.3 (2026-05-05 12:50), 1.6.4 (2026-05-18 00:50), 1.6.5 (2026-09-30 17:50), 1.6.6 (2026-10-10 14:40)
Other packages that cited polle R package
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