Spatial Reasoning

The cognitive capability to understand, reason about, and plan in 3D space. In robotics, spatial reasoning includes: understanding spatial relationships (on top of, inside, beside), planning collision-free trajectories, and predicting the effects of actions on spatial arrangements. VLMs are increasingly used to provide spatial reasoning for robot task planning.