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Researchers develop a way for robots to learn by watching humans

8 monthes ago   |   By Tech Radar

Our robot future is approaching, but there's a lot that still stands in the way of a complete machine takeover. One issue is in how humans currently communicate with robots; a lot of data and energy goes into a robot recognizing and properly executing real-world tasks, often of the simplest nature. But, researchers from Nvidia may have come up with a solution: have robots learn by watching humans. Essentially, the researchers made it so its neural networks can infer what's being done in a video-fed stream of a human performing a task (in the researchers' demonstration, stacking blocks)...
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NVIDIA's New AI Can Learn By Watching Humans

NVIDIA's New AI Can Learn By Watching Humans

8 monthes ago   |   By Android Headlines

NVIDIA's researchers have created a new artificial intelligence technique meant to train robots to perform a task by first analyzing and learning from human actions before mimicking them. The researchers, led by Stan Birchfield and Jonathan Tremblay, used NVIDIA's TITAN X GPUs to teach a series of neural networks that incorporated perception, program generation, and execution.
The goal of the new method is to allow robots to interact with humans in a workplace and improve how they communicate with one another in real-world environments. To train neural networks, the new AI technique uses...
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