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Continual Lifelong Learning with Neural Networks: A Review
Continual Lifelong Learning with Neural Networks: A Review
G. I. Parisi,Ronald Kemker,2 Auteurs,Stefan Wermter
2018 · DOI: 10.1016/j.neunet.2019.01.012.
Neural Networks · 3,116 citations
TLDR
This review critically summarize the main challenges linked to lifelong learning for artificial learning systems and compare existing neural network approaches that alleviate, to different extents, catastrophic forgetting.