Visual grounding and language comprehension in robotics represent a rapidly evolving interdisciplinary field that integrates computer vision, natural language processing and robotic control systems.

According to the researchers, one reason why visual language models (VLMs) often hallucinate or produce errors is the lack of systematic and structured reasoning: ...