Commonsense Scene Graph-based Target Localization for Efficient Object Search in Household Environments

Integrating room-level spatial knowledge from pre-built maps and object-level commonsense knowledge from large language models into a commonsense scene graph (CSG) enables superior target localization and efficient object search for household robots.