Preprint Open access
From Social Reasoning to Embodied Interaction: An Agentic Framework for Social Robots
Natural face-to-face human--robot interaction requires a robot to understand an evolving social situation, decide when to engage, and express its intent through coordinated physical behavior. Yet existing approaches rarely close this loop: foundation-model agents provide increasingly capable multimodal reasoning and me …