Geonhyup Lee

Physical Reasoning VLA Models for Enhancing Robotic Manipulation

Vision-Language-Action (VLA) models have demonstrated strong performance in robot manipulation by leveraging pre-trained vision-language models to map observations directly to actions. However, existing approaches reason primarily at the visual or semantic level, lacking explicit understanding of the physical interacti...