Learning Decision Policies with Instrumental Variables through Double Machine Learning

Daqian Shao, Ashkan Soleymani, Francesco Quinzan +1

A common issue in learning decision-making policies in data-rich settings is spurious correlations in the offline dataset, which can be caused by hidden confounders. Instrumental v…