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cs.AI2026

Constructing coherent spatial memory in LLM agents through graph rectification

Puzhen Zhang, Xuyang Chen, Yu Feng +2

Given a map description through global traversal navigation instructions, an LLM can often infer the implicit spatial layout and answer user queries by providing shortest paths. Ho…