Robust Super-Level Set Estimation using Gaussian Processes

Andrea Zanette, Junzi Zhang, Mykel J. Kochenderfer

This paper focuses on the problem of determining as large a region as possible where a function exceeds a given threshold with high probability. We assume that we only have access…