arXiv:2508.18781cs.AIcs.MM2025-08SIGGRAPH被引 8

AI导演统筹多智能体,自动生成长篇动漫视频

AniME: Adaptive Multi-Agent Planning for Long Animation Generation

  • 用导演智能体统筹全局,各专业智能体按需调用控制条件
  • 生成动画角色一致、音画同步,支持全流程自动化制作
  • 适合想快速试制动漫原型的创作者或内容团队

我们提出AniME,一种面向导演的多智能体系统,实现从故事到最终视频的全自动长篇动漫生产。导演智能体维护全局记忆并协调多个下游专业智能体。通过将定制化的模型上下文协议(MCP)与下游模型指令结合,专业智能体能自适应选择不同子任务的控制条件。AniME生成的动画具备角色一致性与音画同步性,为AI驱动的动漫创作提供可扩展的解决方案。

原文摘要 · Abstract (English)

We present AniME, a director-oriented multi-agent system for automated long-form anime production, covering the full workflow from a story to the final video. The director agent keeps a global memory for the whole workflow, and coordinates several downstream specialized agents. By integrating customized Model Context Protocol (MCP) with downstream model instruction, the specialized agent adaptively selects control conditions for diverse sub-tasks. AniME produces cinematic animation with consistent characters and synchronized audio visual elements, offering a scalable solution for AI-driven anime creation.

动画生成多智能体AI导演

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