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Researchers create framework to help artificial intelligence systems be less forgetful

from WRAL TechWire

Researchers have developed a new framework for deep neural networks that allows artificial intelligence systems to better learn new tasks while "forgetting" less of what they have learned regarding previous tasks. The researchers have also demonstrated that using the framework to learn a new task can make the AI better at performing previous tasks, a phenomenon called backward transfer. "People are capable of continual learning; we learn new tasks all the time, without forgetting what we already know," says Tianfu Wu, an assistant professor of electrical and computer engineering at NC State and co-author of a paper on the work. "To date, AI systems using deep neural networks have not been very good at this." more

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