InJePA: Intention-First Latent Planning with Coupled JEPA World Models for Visual Navigation

Siming Zhou, Bowen Ma, Ruiran Du +7

Visual navigation requires goal directed planning informed by predictions of environment dynamics. Representative navigation world model methods propose complete action candidates…