Xinru Cui

Frontier-enhanced Topological Memory with Improved Exploration Awareness for Embodied Visual Navigation

"We present a novel graph memory structure for navigation, called Frontier-enhanced Topological Memory (FTM). Most prior research primarily focuses on maintaining memory representations for explored areas. In contrast, our approach incorporates ghost nodes into the topological map to characterize un…