Continual Lifelong Learning with Neural Networks: A Review
Continual Lifelong Learning with Neural Networks: A Review
G. I. Parisi,Ronald Kemker,2 作者,Stefan Wermter
2018 · DOI: 10.1016/j.neunet.2019.01.012.
Neural Networks · 引用 3,116 次
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.