Predicting Consequences and Reinforcing Navigation Policies with Latent World Models

Zengmao Wang, Wei Gao, Shuhan Shen

World models enable agents to reason about future outcomes and learn policies from their knowledge of state transition, but existing approaches primarily focus on reconstructing fu…