Analysis of Different Types of Regret in Continuous Noisy Optimization

Sandra Astete-Morales, Marie-Liesse Cauwet, Olivier Teytaud

The performance measure of an algorithm is a crucial part of its analysis. The performance can be determined by the study on the convergence rate of the algorithm in question. It i…