PreAct-Nav: Agentic Reasoning Before Action for Urban Navigation.

arXiv:2610.04916v1 Announce Type: cross Abstract: Urban navigation requires embodied agents to pursue long-horizon goals through local decisions based on egocentric observations. However, existing agentic navigation methods often struggle to translate distant