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Transforming VLN-CE into a hierarchical framework allows agents to navigate unseen environments more efficiently, achieving state-of-the-art results.
Forget painstakingly tuning force magnitudes for sim-to-real transfer of contact-rich tasks; this work shows that learning just the *direction* of contact forces unlocks surprisingly robust performance.
