Optimal Observation-Intervention Trade-Off in Optimisation Problems with Causal Structure

Kim Hammar, Neil Dhir

We consider the problem of optimising an expensive-to-evaluate grey-box objective function, within a finite budget, where known side-information exists in the form of the causal st…