AniME: Adaptive Multi-Agent Planning for Long Animation Generation
Fuente:
arXiv
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| Auteurs principaux: | , , , , , , , , , , , |
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| Format: | Preprint |
| Publié: |
2025
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| _version_ | 1866911200902643712 |
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| author | Zhang, Lisai Xu, Baohan Yang, Siqian Yin, Mingyu Liu, Jing Xu, Chao Wang, Siqi Wu, Yidi Hong, Yuxin Zhang, Zihao Liang, Yanzhang Jiang, Yudong |
| author_facet | Zhang, Lisai Xu, Baohan Yang, Siqian Yin, Mingyu Liu, Jing Xu, Chao Wang, Siqi Wu, Yidi Hong, Yuxin Zhang, Zihao Liang, Yanzhang Jiang, Yudong |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2508_18781 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | AniME: Adaptive Multi-Agent Planning for Long Animation Generation Zhang, Lisai Xu, Baohan Yang, Siqian Yin, Mingyu Liu, Jing Xu, Chao Wang, Siqi Wu, Yidi Hong, Yuxin Zhang, Zihao Liang, Yanzhang Jiang, Yudong Artificial Intelligence Multimedia 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. |
| title | AniME: Adaptive Multi-Agent Planning for Long Animation Generation |
| topic | Artificial Intelligence Multimedia |
| url | https://arxiv.org/abs/2508.18781 |