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Lorenzo Venturoli

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#artificial intelligence Preprint Oct 2026

StateCraft: Augmenting Video World Models with Abstract-State Reasoning

Video world models aim to simulate complex environments with realistic appearance and dynamics. Maintaining consistency over long interactions requires tracking past actions and understanding how those actions affect the environment. Video world models can only generate partial observations of the entire world at a tim...

Lorenzo Venturoli, N. Savov, Xi Wang et al. · 0 citations

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