Ranking Policy Learning via Marketplace Expected Value Estimation From Observational Data

Ehsan Ebrahimzadeh, Nikhil Monga, Hang Gao +2

We develop a decision making framework to cast the problem of learning a ranking policy for search or recommendation engines in a two-sided e-commerce marketplace as an expected re…