Yukuan Lu

Cloning Deterministic Worlds: The Critical Role of Latent Geometry in Long-Horizon World Models

A world model is an internal model that simulates how the world evolves. Given past observations and actions, it predicts the future physical state of both the embodied agent and its environment. Accurate world models are essential for enabling agents to think, plan, and reason effectively in comple