2 papers
cs.LG2025
Soft Quality-Diversity Optimization
Saeed Hedayatian, Stefanos Nikolaidis
Quality-Diversity (QD) algorithms constitute a branch of optimization that is concerned with discovering a diverse and high-quality set of solutions to an optimization problem. Cur…
cs.LG2025
AutoQD: Automatic Discovery of Diverse Behaviors with Quality-Diversity Optimization
Saeed Hedayatian, Stefanos Nikolaidis
Quality-Diversity (QD) algorithms have shown remarkable success in discovering diverse, high-performing solutions, but rely heavily on hand-crafted behavioral descriptors that cons…