This chapter explores AI agents in robotics, a transformative technology shaping automation and productivity. By focusing on frameworks, multimodal perception, interaction modules, and reasoning strategies, it presents a structured approach to robotics development. The discussion covers advanced modules in humanoid robotics, simulation platforms, spatial intelligence, and real-world applications. Insights into global competition, research innovations, ethical considerations, and workforce implications underscore the strategic and economic significance of AI-enabled robotics.