policy_tree()
Fit a policy with exact tree search
hybrid_policy_tree()
Hybrid tree search
predict(<policy_tree>)
Predict method for policy_tree
print(<policy_tree>)
Print a policy_tree object.
plot(<policy_tree>)
Plot a policy_tree tree object.
double_robust_scores()
Matrix \(\Gamma\) of scores for each treatment \(a\)
conditional_means()
Estimate mean rewards \(\mu\) for each treatment \(a\)
gen_data_epl()
Example data generating process from Policy Learning With Observational Data
gen_data_mapl()
Example data generating process from Offline Multi-Action Policy Learning: Generalization and Optimization