Kaiyao Liao

CMAR-Search: Commonsense and Memory Augmented Reasoning for Object Search in Dynamic Interactive Environments

Dynamic interactive object search in large-scale human environments presents substantial challenges for existing methods. Current scene representations like 3D Scene Graphs (3DSG) only provide coarse-grained spatial segmentation and cannot identify functional areas such as storage or leisure areas. …