A Stochastic Derivative-Free Optimization Method with Importance Sampling: Theory and Learning to Control

Adel Bibi, El Houcine Bergou, Ozan Sener +2

We consider the problem of unconstrained minimization of a smooth objective function in ${\mathbb{R}}^n$ in a setting where only function evaluations are possible. While importance sampling…