Continuous off-policy estimators give directionally correct predictions of payment-policy performance in dynamic auctions, enabling counterfactual comparison and in-sample policy optimization from logged data.
Doubly robust policy evaluation and optimization
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Off-Policy Evaluation and Counterfactual Methods in Dynamic Auction Environments
Continuous off-policy estimators give directionally correct predictions of payment-policy performance in dynamic auctions, enabling counterfactual comparison and in-sample policy optimization from logged data.