G$^2$WAM: World Action Models for Efficient and Geometry Grounded Image-Goal Navigation.

arXiv:2610.16558v1 Announce Type: new Abstract: World models capture environment dynamics and support counterfactual reasoning for planning. In image-goal navigation, where the target often lies beyond the current field of view, the agent must not only model e