Kai Xiang

Learning Goal-Conditioned Subgoals through Frozen Hierarchical World Models

Hierarchical world models plan over long horizons by passing predicted states from a coarse model to a lower-level controller. Choosing these states can be expensive: the upper-level planner repeatedly differentiates through candidate macro-action trajectories. We replace this search with a lightweight goal-conditioned...