1. Introduction: Enabling Robots to Understand Human Language
Today, consumer-grade robots are no longer high-threshold research devices; they are increasingly being integrated into practical scenarios such as education, entertainment, interaction, and even companionship. Various development kits, including wheeled chassis, quadrupedal robots, and robotic arms, have emerged, significantly lowering the barrier