IROS: A Dual-Process Architecture for Real-Time VLM-Based Indoor Navigation

Joonhee Lee, Hyunseung Shin, Jeonggil Ko

Indoor mobile robot navigation requires fast responsiveness and robust semantic understanding, yet existing methods struggle to provide both. Classical geometric approaches such as…