Younguk Song

Cross-Domain Demo-to-Code via Neurosymbolic Counterfactual Reasoning

Recent advances in Vision-Language Models (VLMs) have enabled video-instructed robotic programming, allowing agents to interpret video demonstrations and generate executable control code. We formulate video-instructed robotic programming as a cross-domain adaptation problem, where perceptual and phy