Preprint Open access
HarnessVLN: Unifying Training-Free Embodied Navigation through an Agent Harness
Embodied navigation requires agents to ground instructions or object goals in spatial observations and translate plans into successful execution. As multimodal large language models (MLLMs) become increasingly capable, they offer stronger support for navigation without task-specific training; however, improved semantic …