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Argonne researchers address challenges scientists face in developing lifelong learning models for autonomous devices, such as self-driving cars, and recommends
AI Trends
April 15, 2021
ByÂ
John P. Desmond, AI Trends EditorÂ
Algorithms are trained on a dataset and may not be capable of learning new information without retraining, as opposed to the human brain, which learns constantly and builds on knowledge over time.Â
An artificial neural network that forgets previously learned information upon learning new information, is demonstrating what is called âcatastrophic forgetting.â  Â
In an effort to nudge AI to work more like the human brain in this regard, a team of AI and neuroscience researchers have banded together to form ContinualAI, a nonprofit organization and open community of AI continual learning (CL) enthusiasts, described in a recent account in VentureBeat.Â