Minimizing Live Experiments in Recommender Systems: User Simulation to Evaluate Preference Elicitation Policies

Chih-Wei Hsu, Martin Mladenov, Ofer Meshi +8

Evaluation of policies in recommender systems typically involves A/B testing using live experiments on real users to assess a new policy's impact on relevant metrics. This ``gold s…