Action-BED: Task-Driven Bayesian Experimental Design with Singly Intractable Objectives

Tom Rossa, Angus Phillips, Tom Rainforth

Bayesian experimental design (BED) has traditionally been based on maximising expected uncertainty reductions from prior to posterior. A major shortfall of this approach is that it…