TEHRAN – Nvidia researchers have created a deep-learning system that can teach a robot simply by observing a human’s actions. According to Nvidia, the deep learning and artificial intelligence method is designed to improve robot-human communication and allow them to collaborate. The paper will be presented at a conference in Brisbane, Australia. Researchers trained neural networks powered […]
According to Nvidia, the deep learning and artificial intelligence method is designed to improve robot-human communication and allow them to collaborate. The paper will be presented at a conference in Brisbane, Australia.
Researchers trained neural networks powered by Nvidia’s Titan X GPUs. The neural networks incorporated perception, program generation and ultimate execution. Simply put, a human could demonstrate a real world task and the robot could learn a task.
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The robot would see a task via a camera and then infer positions and relationships of objects in a scene. The neural network would then generate a plan to explain how to recreate perceptions. The execution network would carry the task out.
Nvidia said its method is the first time where synthetic data was combined with an image-centric approach on a robot.
