Author

Zi-Yang Leng

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Jul 2026

Streaming Multi-Agent Autoregressive Diffusion Model with World State Registers

WorldWeaver (W^2), a streaming multi-agent video diffusion model that augments rollout with cross-agent world state registers: learnable tokens that store shared world information, track individual agent status, and are dynamically updated after each generated chunk is presented.

Si-Cheng Mo, Yu-Heng Li, Zi-Yang Leng et al. · arXiv.org · 3 citations