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A learning system that can continue adding new data without the need to ever stop or freeze the updating. Usually continual learning requires incremental and online learning as a component, but not every incremental learning system has the ability to achieve continual learning, i.e., the learning may deterioate after some time.
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(2017). Continual Learning. In: Sammut, C., Webb, G.I. (eds) Encyclopedia of Machine Learning and Data Mining. Springer, Boston, MA. https://doi.org/10.1007/978-1-4899-7687-1_171
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DOI: https://doi.org/10.1007/978-1-4899-7687-1_171
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