Decision-Focused Sequential Experimental Design: A Directional Uncertainty-Guided Approach

Beichen Wan, Mo Liu, Paul Grigas +1

We consider the sequential experimental design problem in the predict-then-optimize paradigm. In this paradigm, the outputs of the prediction model are used as coefficient vectors…