Chuang Hu

RO-VLMap: Real-Time Occupancy-Aware Visual Language Mapping for Robust Robot Navigation

Vision-and-Language Navigation (VLN) tasks require an agent to interpret natural language instructions and visual observations to navigate complex environments. Existing methods mostly construct topological or semantic maps and rely on the Large Language Model (LLM) for navigation decision-making, however, they still s...