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Preprint Aug 2026

WorldMind: Decoupled Game World Model for State-Aware NPC Behavior

Game world models have recently demonstrated promising capabilities in generating visually coherent and action-controllable gameplay videos. However, non-player character (NPC) behavior in existing models is either implicitly entangled with video generation or explicitly prescribed through external control signals. Con...

Zhi-Yang Deng, Bo-Ran Zhang, Dan Chen et al. · 3 citations
#artificial intelligence Preprint Sep 2026

H3-World: Turning Language Understanding into World Control

H3-World, an efficient framework that turns the 33B MiniMax-H3 video generator into an interactive world model, and introduces temporal attention routing, which restricts each instruction to its intended time interval and reduces control leakage across actions.

Dan Chen, Ze-Qing Wang, Zibin Lin et al. · 3 citations

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