Artificial Intelligence #ai#llm
LLM-Driven World Simulation: New Framework Formalizes Game Master as Parameterized-Action POMDP
Researchers introduce Orchestrated Reality, a framework that formalizes LLM-driven game worlds as a Parameterized-Action POMDP. The approach uses a singleton orchestration agent called the Game Master to maintain persistent world state as canonical JSON entities, addressing the challenge of autonomous game engines where narrative voice asserts state without validated representation.
Jun 16, 2026 1 source