Yi-Ning Li

Vision-Centric World Models for Embodied Robots: Representations, Predictive Interfaces, and Evaluation

This paper organizes the literature according to the state available to planning: future observations, compact latent states, geometry-structured maps, and persistent entities or relations, which clarifies where temporal prediction, persistent geometry, and semantic identity complement one another in embodied planning.