12 citations · 32 across the 4 of their papers we have counts for
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cs.NE2023
Controllable Exploration of a Design Space via Interactive Quality Diversity
Konstantinos Sfikas, Antonios Liapis, Georgios N. Yannakakis
This paper introduces a user-driven evolutionary algorithm based on Quality Diversity (QD) search. During a design session, the user iteratively selects among presented alternative…
cs.NE2021★ 12 cited
Monte Carlo Elites: Quality-Diversity Selection as a Multi-Armed Bandit Problem
Konstantinos Sfikas, Antonios Liapis, Georgios N. Yannakakis
A core challenge of evolutionary search is the need to balance between exploration of the search space and exploitation of highly fit regions. Quality-diversity search has explicit…