Jul 11, 2021 · Differential MAP-Elites is a novel algorithm that combines the illumination capacity of CVT-MAP-Elites with the continuous-space optimization capacity of ...

Jun 26, 2021 · Experiments based on 25 numerical optimization problems suggest that Differential MAP-Elites clearly outperforms CVT-MAP-Elites, finding better- ...

ABSTRACT. Differential MAP-Elites is a novel algorithm that combines the illu- mination capacity of CVT-MAP-Elites with the continuous-space.

Jun 26, 2021 · Experiments suggest that Differential MAP-Elite clearly outperforms CVT-MAP-Elites, finding better-quality and more diverse solutions.

Experiments based on 25 numerical optimization problems suggest that Differential MAP-Elites clearly outperforms CVT-MAP-Elites, finding better-quality and more ...

While these early QD algorithms were genetic algorithms, modern QD algorithms incorporate modern optimization techniques such as Bayesian optimization [26], ...

Self-referential quality diversity through differential MAP-Elites. https://doi.org/10.1145/3449639.3459383. Journal: Proceedings of the Genetic and ...

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Experiments based on 25 numerical optimization problems suggest that Differential MAP-Elites clearly outperforms CVT-MAP-Elites, finding better-quality and more ...

Differential MAP-Elites is a novel algorithm that combines the illumination capacity of CVT-MAP-Elites with the continuous-space optimization capacity of ...