منابع مشابه
Machine Lifelong Learning: Challenges and Benefits for Artificial General Intelligence
We propose that it is appropriate to more seriously consider the nature of systems that are capable of learning over a lifetime. There are three reasons for taking this position. First, there exists a body of related work for this research under names such as constructive induction, continual learning, sequential task learning and most recently learning with deep architectures. Second, the comp...
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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 m...
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SOMEONE ASKED ME recently, “How do we keep 40-year-old software developers employed?” At rst I was puzzled. I had little clue this was a problem. Isn’t there more demand than supply for software developers? However, imagine a software developer who graduates from a good engineering school and gets a good job in a large high-tech company. He marries and raises a family, is good at barbecue, runs...
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It is suddenly fashionable in political circles in the United Kingdom (and elsewhere) to talk about lifelong learning and lifelong education. This seems to be the direct result of the present economic climate which has called into question many previous assumptions: job security has become an effective myth for most of those who can actually get work; long-term unemployment seems to have become...
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ژورنال
عنوان ژورنال: Procedia - Social and Behavioral Sciences
سال: 2012
ISSN: 1877-0428
DOI: 10.1016/j.sbspro.2012.06.239