End-to-End Navigation with Vision Language Models: Transforming Spatial Reasoning into Question-Answering

Dylan Goetting, Himanshu Gaurav Singh, Antonio Loquercio

We present VLMnav, an embodied framework to transform a Vision-Language Model (VLM) into an end-to-end navigation policy. In contrast to prior work, we do not rely on a separation…