Félix Chalumeau

Empirical analysis of PGA-MAP-Elites for Neuroevolution in Uncertain Domains

2022 · arXiv (Cornell University)

Quality-Diversity algorithms, among which MAP-Elites, have emerged as powerful alternatives to performance-only optimisation approaches as they enable generating collections of diverse and high-performing solutions to an optimisation problem. However, they are often limited to low-dimensional …