Safe Zeroth-Order Optimization Using Quadratic Local Approximations

Baiwei Guo, Yuning Jiang, Giancarlo Ferrari-Trecate +1

This paper addresses black-box smooth optimization problems, where the objective and constraint functions are not explicitly known but can be queried. The main goal of this work is…