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About this paper

Jiajun Chen, Haoyu Wu, Mingda Jia, Xihui Liu

Recursive Game Creator uses repeated play to guide game revisions. Its Designer and Builder create a candidate; a coding-native Player runs policies through exposed game state and actions, and a Reviewer combines trajectories, evidence, and preferences into feedback. On 45 selected Godot tasks, GPT-6 Astra (high) reaches 77.89/100 after three rounds, versus 71.26 for its baseline; this does not establish human enjoyment.

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