ResearchResearch paperReinforcement Learning1 source · Oct 6, 2026

Recursive Game Creator: An Agentic Product-Level Experience-Oriented Game Harness

We present Recursive Game Creator, an experience-oriented harness to advance agentic game development from rough game prototypes into entertaining games.

Key points

  • Recent game design agents have made substantial progress in generating playable games.
  • However, program correctness does not ensure an enjoyable experience for players.
  • Recursive Game Creator organizes recursive development around four components: Designer, Builder, Player, and Reviewer.
  • The coding-native Player creates and executes reusable policies through programmatic interfaces to efficiently collect diverse gameplay trajectories, mitigating evaluation bias caused by slow GUI-based collection.

Sources (1)

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