Henry Chen

Discount Model Search for Quality Diversity Optimization in High-Dimensional Measure Spaces

Quality diversity (QD) optimization searches for a collection of solutions that optimize an objective while attaining diverse outputs of a user-specified, vector-valued measure function. Contemporary QD algorithms are typically limited to low-dimensional measures because high-dimensional measures ar…