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20242026
most citedVision-and-Language Navigation Today and Tomorrow: A Survey in the Era of Foundation Models

3 citations · 3 across the 5 of their papers we have counts for

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cs.CV2026

Data-Centric Recursive Self-Improvement for Navigation via Policy-Synchronized Language-Action Dual Bootstrapping

Songze Li, Haoming Gu, Ziyang Gong +11

Vision-language navigation requires agents to follow natural-language instructions to reach target locations, making high-quality language supervision essential. Since human annota…