CRAN/E | policytree

policytree

Policy Learning via Doubly Robust Empirical Welfare Maximization over Trees

Installation

About

Learn optimal policies via doubly robust empirical welfare maximization over trees. Given doubly robust reward estimates, this package finds a rule-based treatment prescription policy, where the policy takes the form of a shallow decision tree that is globally (or close to) optimal.

github.com/grf-labs/policytree
Bug report File report

Key Metrics

Version 1.2.2
R ≥ 3.5.0
Published 2023-06-23 317 days ago
Needs compilation? yes
License GPL-3
CRAN checks policytree results

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Maintainer

Maintainer

Erik Sverdrup

erikcs@stanford.edu

Authors

Erik Sverdrup

aut / cre

Ayush Kanodia

aut

Zhengyuan Zhou

aut

Susan Athey

aut

Stefan Wager

aut

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

policytree archive

Depends

R ≥ 3.5.0

Imports

Rcpp
grf ≥ 2.0.0

Suggests

testthat ≥ 3.0.4
DiagrammeR

LinkingTo

Rcpp
BH

Reverse Imports

polle