2026
EMKG: Embodied Memory Knowledge Graphs for Object-Goal Navigation in Dynamic Open Worlds
RA-L 2026
Object-Goal Navigation (OGN) in complex domestic environments remains challenging due to spatial memory and semantic uncertainties. To address this, we introduce EMKG, an embodied multimodal memory knowledge graph framework that enables open-world navigation. In contrast to conventional vision-langu