AniME: Adaptive Multi-Agent Planning for Long Animation Generation
This provides a scalable solution for AI-driven anime creation, addressing the domain-specific challenge of automating complex animation workflows.
The authors tackled the problem of automated long-form anime production by developing AniME, a director-oriented multi-agent system that coordinates specialized agents to generate cinematic animation with consistent characters and synchronized audio-visual elements from a story input.
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.