SuperNav: agentic navigation with pretrained multimodal models, no fine-tuning

rsasaki0109 · x · 2026-10-12

rsasaki0109 introduces SuperNav, an agentic navigation system for any task in any scene. It uses a pretrained multimodal model with tool use, task-progress tracking, and context management to solve diverse navigation tasks — without navigation-specific fine-tuning. Tasks range from finding a single object and visiting multiple targets to fulfilling high-level requests.

Related event: Zhejiang University Open-Sources SuperNav, a Tuning-Free Agentic Navigation System(2 posts)→

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