HarnessVLN is a zero-shot framework that coordinates perception, grounding, and navigation through a unified tool interface. It validates planner proposals against spatial evidence and geometric feasibility to improve task recovery in MLLM-based agents.
HOW THIS AFFECTS YOU
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builderYou can implement embodied navigation agents that use structured tool feedback instead of expensive retraining.