盘核桃、叠衣服、穿烤肠 银河通用春晚机器人是怎么“练”成的？

Core Insights - The core focus of the news is on the capabilities of the robot "Xiao Gai" showcased during the CCTV Spring Festival Gala, highlighting its autonomous perception, decision-making, and execution abilities, which differ from traditional pre-programmed robots [1][12] Group 1: Technological Advancements - The robot's core capability is derived from the self-developed embodied large model "Galaxy Brain AstraBrain," which integrates a comprehensive system of brain, cerebellum, and neural control, allowing the robot to generalize skills to new tasks and scenarios [2] - AstraBrain's training methodology is distinct from traditional robots, utilizing a self-constructed dataset of over 10 billion embodied intelligent data points, combining vast virtual and real data for end-to-end training [2] Group 2: Practical Applications - For example, the task of "cracking walnuts" presents a significant challenge due to the irregular surface and uneven weight distribution, which AstraBrain addresses through a "dexterous hand neuro-dynamics cerebellum model" that practices in a virtual environment [4] - The robot undergoes millions of "trial and error" simulations in a virtual world to refine its skills, such as carefully retrieving tightly packed bottles from shelves without disturbing adjacent items [6][10] Group 3: Learning and Adaptation - AstraBrain requires minimal human demonstration to grasp the core intent of tasks, allowing the robot to develop optimal strategies for complex actions like folding clothes and cooking sausages [10] - The robot's ability to adapt to flexible objects and various wrinkle patterns is enhanced by generating thousands of deformation data in simulations, enabling it to generalize operations in real-world scenarios [10][12] Group 4: Industry Implications - The performance of the Galaxy General Robot demonstrates that it is not merely performing specific actions but has genuinely acquired the ability to rapidly learn any new skill, showcasing the deep industrial value enabled by embodied intelligent technology [12]