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MultiWorld

MultiWorld is a unified world-model framework for multi-agent, multi-view video generation. Its project page says it uses a Multi-Agent Condition Module for precise agent control and a Global State Encoder for coherent cross-view observations, letting it generate different views in parallel for higher efficiency. The authors report stronger video fidelity, action following, and view consistency than baselines on both multi-player gameplay and multi-robot manipulation tasks.
New Video Gen 4
Released: April 21, 2026

Overview

MultiWorld is a scalable multi-agent, multi-view video world model for action-controllable simulation. It is designed to generate multi-view-consistent videos for multi-player games and multi-robot manipulation, while allowing the number of agents and camera views to scale flexibly.

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Tools using MultiWorld

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Last updated: April 27, 2026
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