ExpEvolve: Structuring and Reusing Experience for Open-Ended Discovery

What this work does

ExpEvolve converts an archive of evaluated programs into interpretable idea factors and uses those factors to guide subsequent experiments. It combines exploitation of promising ideas with deliberate variation when search plateaus.