Lifelong Machine Learning

Lifelong Machine Learning

Lifelong Machine Learning (or Lifelong Learning) is an advanced machine learning paradigm that learns continuously, accumulates the knowledge learned in previous tasks, and uses it to help future learning. In the process, the learner becomes more and more knowledgeable and effective at learning. This learning ability is one of the hallmarks of human intelligence. However, the current dominant machine learning paradigm learns in isolation: given a training dataset,… (more)

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Book Details  


Publisher: Morgan & Claypool Publishers (November 07, 2016)

Collection: Synthesis Lectures on Artificial Intelligence and Machine Learning

Page count: 145 pages

Language: English


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