Thompson Sampling in Function Spaces via Neural Operators

Rafael Oliveira, Xuesong Wang, Kian Ming A. Chai +1

We propose an extension of Thompson sampling to optimization problems over function spaces where the objective is a known functional of an unknown operator's output. We assume that…