LUCID: Hierarchical framework that unifies skills with imagined dynamics for long-term humanoid loco-manipulation

LUCID learns a world model that governs high-level decisions while preserving low-level skills, thereby increasing full success and partial completion rates in long-term multi-object rearrangement tasks and offering a new approach to solving complex sequential loco-manipulation problems.