Oracle-Based Robust Optimization via Online Learning

Aharon Ben-Tal, Elad Hazan, Tomer Koren, Shie Mannor

Abstract: Robust optimization is a common optimization framework under uncertainty when problem parameters are unknown, but it is known that they belong to some given uncertainty set. In the robust optimizat...