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Robots can now track people and navigate to destinations using a single panoramic model, overcoming the limitations of forward-facing sensors and separate task policies.
Action ambiguity in navigation is drastically reduced by leveraging embodiment geometry, leading to safer and more effective navigation policies across diverse agents.