Topological Graph
A Topological Graph Framework for Enhanced Scene Detection and Understanding in Robotic Navigation
In this work, we propose a topological graph framework to support semantic reasoning for MLLMs in navigation tasks. The environment is represented as a graph, where each node is attributed with a semantically meaningful region label (e.g., bedroom, kitchen), and a node classification model predicts these region types.
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