policytree (Q45528)
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Policy Learning via Doubly Robust Empirical Welfare Maximization over Trees
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | policytree |
Policy Learning via Doubly Robust Empirical Welfare Maximization over Trees |
Statements
23 June 2023
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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.
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