Zhi-Le Cheng

Revealing and Bridging the Physical Executability Gap in Vision-Language Navigation

Continuous vision-and-language navigation (VLN) is typically evaluated by goal-reaching success, assuming it reflects an agent's ability to execute language-grounded behavior. We show that this assumption can fail: permissive contact models in current simulators may mask physically infeasible actions, creating a physic...