Tianqi Shan

VIRUS: Injecting Persistent Cognitive Pathogens into Stateful Zero-Shot Object Navigation Agents

Zero-Shot Object Navigation (ZSON) agents rely on continuously updated internal states to support long-horizon planning and decision-making. However, existing methods heavily depend on the observational outputs of vision-language models (VLMs) during state updates and lack explicit validation of per…