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

Ke Gui, Chenghao Shi, Ziyue Wang +3

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,…