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Continual learning is when a computer is trained to continuously learn a sequence of tasks, using its accumulated knowledge from old tasks to better learn new tasks.
As the boundaries of artificial intelligence (AI) continually expand, researchers grapple with one of the biggest challenges in the field: memory loss. Known as "catastrophic forgetting" in AI terms, this phenomenon severely impedes the progress of machine learning, mimicking the elusive nature of h
Insights from the study could help improve continuous learning in AI systems, advancing their capabilities to mimic human learning processes and enhance performance.