Video world models have become a powerful tool for predicting and simulating visual futures in single-agent settings. But applying them to environments with multiple agents introduces a new difficulty: each agent needs its own video stream, and those streams must line up with one another as time moves forward.
A new preprint, OverSeer, takes on this problem. The abstract notes that generating several agent-specific video streams that are consistent in time and between agents is the core obstacle. The paper states it aims to address this gap, though the provided abstract cuts off before describing the proposed approach in detail.