Zebin Yang

EfficientNav: Towards On-Device Object-Goal Navigation with Navigation Map Caching and Retrieval

Object-goal navigation (ObjNav) tasks an agent with navigating to the location of a specific object in an unseen environment. Embodied agents equipped with large language models (LLMs) and online constructed navigation maps can perform ObjNav in a zero-shot manner. However, existing agents heavily…