Letian Cheng

SAGE: Subgoal-Conditioned Action Generation for Latent World Model Planning

Letian Cheng, Qi Zhang, Yisen Wang

Latent world models have emerged as a powerful planning paradigm by learning action-conditioned predictive dynamics and using them as internal simulators to imagine and evaluate candidate action sequences. However, as the planning horizon grows, performance becomes increasingly c…Read more