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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.
Real-time open-vocabulary segmentation for robotics is now possible, unlocking faster sim-to-real transfer with a 2x improvement in downstream navigation tasks.