AI and machine learning have been popular for a long time, but we usually need to input a large number of learning samples and known results to let the machine learn a new skill. NVIDIA researchers have developed a new learning method for industrial robots. Like our humans, robots can directly imitate by watching other people's operations. Once they are taught, they no longer need a large number of learning samples.
NVIDIA's research team currently uses TItan X graphics cards. The robot can simulate visual capture to identify objects in the camera's image and understand human movements to identify positional relationships between objects. In the process of learning movements, it is not necessary to use a large amount of data like the previous AI neural network, and even a robot can be learned by reading it once. In addition, before the robot is operated, it will display the information that has been obtained and the steps that will be taken by itself, which will help the researchers and users to understand and correct the errors.
As can be seen from the actual demo video, the robot can completely recognize the real object frame, even if some surfaces are blocked. Nvidia said that this new method of machine learning is not only for the robot to imitate human actions, but also hopes that the robot can work safely with humans.
You can learn by reading the demo, and it’s not far from the days when robots are working as coworkers.
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