Multimodal Agent MemorySubmit a paper

MovieAgent

Automated Movie Generation via Multi-Agent CoT Planning

Weijia Wu, Zeyu Zhu, Mike Zheng Shou · 2025-03-10

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Management
T1 Static Memory
Memory is built once and reused without change during deployment.
Primary modality
Video & streaming
Also: text, audio, GUI & computer use
Representation
Source- and modality-specific

How experience becomes memory

Each path is one memory component, traced from what is stored to how it is found again.

  1. Narrative chain-of-thought record

    1. Represented asRetained perceptual source evidenceSource- and modality-specific
    2. Stored inFlat sequential records
    3. Retrieved byPlanner / tool-assisted retrieval
    4. Source evidenceSource directly available
    Internal CoT records (text); Character portrait images; Audio clips. Character bank and CoT are consulted to keep identity and narrative consistent across shots.Full paper: 3. Method · PDF p. 3 · Figure 1 / method overview

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