Ajay Ramachandra

Injecting Qualitative Spatial Reasoning into World Models via Logic Tensor Networks

World models (WM) learn predictive representations from high-dimensional sensory input. However, their internal knowledge is implicit and often inadequate for systematic reasoning about object structure. Qualitative Spatial Reasoning (QSR) models provide explicit human-readable object descriptions under transformations...