policytree

Policy Learning via Doubly Robust Empirical Welfare Maximization over Trees

CRAN Package

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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