W² proposes shared world-state registers for streaming multi-agent world models
zhoubolei · x · 2026-07-25
- This post highlights W²: Streaming Multi-Agent Autoregressive Diffusion Model with World State Registers, a new approach for multi-agent world models.
- The key idea is to let multiple agents share the same world state memory instead of keeping separate video streams and memories for each player.
- The author frames it as an augmentation to multi-agent world models and says it’s “nice work” led by Sicheng.
- The cited project page suggests a research release with a concrete architectural contribution rather than a product announcement.
Related event: WorldWeaver Introduces Shared World State for Multi-Agent Video(2 posts)→
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