Generalized Early Stopping in Evolutionary Direct Policy Search

E Arza, LK Le Goff, E Hart - ACM Transactions on Evolutionary Learning, 2024 - dl.acm.org
Lengthy evaluation times are common in many optimization problems such as direct policy
search tasks, especially when they involve conducting evaluations in the physical world, for …

ODC and ROC Curves, Comparison Curves and Stochastic Dominance

T Ledwina, A Zagdański - International Statistical Review, 2024 - Wiley Online Library
We discuss two novel approaches to inter‐distributional comparisons in the classical two‐
sample problem. Our starting point is properly standardised and combined, very popular in …

Implementing the cumulative difference plot in the IOHanalyzer

E Arza, J Ceberio, E Irurozki, A Pérez - Proceedings of the Genetic and …, 2022 - dl.acm.org
The IOHanalyzer is a web-based framework that enables an easy visualization and
comparison of the quality of stochastic optimization algorithms. IOHanalyzer offers several …

[引用][C] Understanding non-convex optimization problems and stochastic optimization algorithms