Zhuoyi Zhang

HiMRAG: Hierarchical Multimodal Retrieval-Augmented Generation for Robot Task Planning

Data-driven methods offer promising solutions for robotic manipulation in human-centric environments, but enabling robots to operate complex appliances from natural language remains a significant challenge. The ambiguity of human instructions and the visual diversity of real-world objects make it di