MultiWorld：可扩展的多Agents多视角视频世界模型

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MultiWorld 是一种专为多智能体和多视图场景设计的创新型视频世界模型框架。该研究针对传统模型在处理多角色交互及视觉一致性方面的不足，开发了多智能体条件模块与全局状态编码器，实现了对多个操作主体的精准控制。通过将不同视角的观测信息整合为统一的三维环境状态，该系统能够确保多机位生成的画面在空间逻辑上保持高度同步。此外，该框架具备极强的可扩展性，支持动态调整参与者数量与观测视角，显著提升了复杂协作任务中的仿真精度与视频质量。

Episode metadata supplied by the publisher feed · Published May 4, 2026

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MultiWorld：可扩展的多Agents多视角视频世界模型

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