A general framework for geographic intelligent agent based on cognitive map models (IMAGE)
Caption
Inspired by neurobiology and the structural design of the human brain, the cognitive map model is collaboratively constructed by the knowledge graph model (left brain) and the multimodal large model (right brain). The knowledge graph model provides precise representation of structured spatial relationships and logical reasoning within the cognitive map, while the multimodal large model processes unstructured multimodal data through deep learning, offering dynamic environmental predictions and global semantic enhancements. Through this organization, the cognitive map constructs a dynamic understanding of spatial and environmental attributes, providing efficient structured support for organizing spatial knowledge and environmental properties.
Credit
Beijing Zhongke Journal Publising Co. Ltd.
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CC BY