Matthew C. Fontaine

Deep surrogate assisted MAP-elites for automated hearthstone deckbuilding

2022 · Proceedings of the Genetic and Evolutionary Computation Conference

We study the problem of efficiently generating high-quality and diverse content in games. Previous work on automated deckbuilding in Hearthstone shows that the quality diversity algorithm MAP-Elites can generate a collection of high-performing decks with …