Long-term Off-Policy Evaluation and Learning

Yuta Saito, Himan Abdollahpouri, Jesse Anderton +2

Short- and long-term outcomes of an algorithm often differ, with damaging downstream effects. A known example is a click-bait algorithm, which may increase short-term clicks but da…