Constructing coherent spatial memory in LLM agents through graph rectification 事件

Constructing coherent spatial memory in LLM agents through graph rectification arXiv:2510.04195v2 Announce Type: replace Abstract: 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. However, such context-dependent querying becomes incapable as environments grow larger, motivating the need for incremental map construction that builds a complete topological graph from ste