Contextualizing MLLM-based agents with grounded scene graphs boosts their performance.

NeSyPr: Neurosymbolic Proceduralization For Efficient Embodied Reasoning

We implement a framework for learning constraints in vision models and algorithms to support this. We showcase it in Autonomous Driving.