policytree
Policy Learning via Doubly Robust Empirical Welfare Maximization over Trees
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.
- Version1.2.3
- R version≥ 3.5.0
- LicenseMIT
- Licensefile LICENSE
- Needs compilation?Yes
- Last release06/13/2024
Team
Erik Sverdrup
Ayush Kanodia
Show author detailsRolesAuthorZhengyuan Zhou
Show author detailsRolesAuthorSusan Athey
Show author detailsRolesAuthorStefan Wager
Show author detailsRolesAuthor
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- Depends1 package
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