Optimal Policy Adaptation under Covariate Shift

Xueqing Liu, Qinwei Yang, Zhaoqing Tian +2

Transfer learning of prediction models has been extensively studied, while the corresponding policy learning approaches are rarely discussed. In this paper, we propose principled a…