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2026arXiv

GameBoyWorlds: A Testbed for Self-Improvement in Embodied Video Games

What this work does

GameBoyWorlds benchmarks experience-driven learning through short execution tasks and extended playthroughs. Its unfamiliar fan-made games test knowledge acquisition beyond recall of familiar walkthroughs.

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