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

ICLROral2026

Authors: Bryon Tjanaka, Henry Chen, Matthew Christopher Fontaine, Stefanos Nikolaidis
Affiliation: University of Southern California
Venue: ICLR 2026
Track: Oral

TL;DR

We present a method that enhances exploration in quality diversity (QD) optimization and show how this method enables new applications for QD. Project page: https://discount-models.github.io/…

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Topics

optimization exploration

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