Dynamic Selection in Algorithmic Decision-making

Jin Li, Ye Luo, Xiaowei Zhang

This paper identifies and addresses dynamic selection problems in online learning algorithms with endogenous data. In a contextual multi-armed bandit model, a novel bias (self-fulf…