Off-Policy Evaluation and Counterfactual Methods in Dynamic Auction Environments

Ritam Guha, Nilavra Pathak

Counterfactual estimators are critical for learning and refining policies using logged data, a process known as Off-Policy Evaluation (OPE). OPE allows researchers to assess new po…