Meta AI and Oxford Open OverSeer, a Multi-Agent World Model That Fixes Cross-Agent Consistency Using Static Views
Summary
Meta AI and Oxford released OverSeer, a multi-agent video world model that augments each agent's egocentric view with fixed auxiliary cameras as a world-centric anchor, compressed via a delta-VAE that encodes only changes from a static reference. Minecraft and Doom experiments show improved cross-agent consistency and major compute savings on auxiliary-view tokens.
Originally reported by arxiv.org
Read the original article →Original headline: Meta AI and Oxford Open OverSeer, a Multi-Agent World Model That Fixes Cross-Agent Consistency Using Static Views