Yuxing Liu

Thinking on maps: how foundation model agents explore, remember, and reason in map environments

Map environments provide a fundamental medium for representing spatial structure. Understanding how foundation model (FM) agents understand and act in such environments is therefore critical for enabling reliable map-based reasoning and applications. However, most existing evalua...