A Perpetual Learning Algorithm That Incrementally Improves Performance With Deliberation

During recent years, several different proposals for continuous learning (lifelong learning, never-ending learning, perpetual learning) have attracted much attention from researchers in the field of machine learning. In this paper, a perpetual learning algorithm, which is augmented with a deliberati...

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Bibliographic Details
Main Authors: Haiou Qin, Du Zhang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9142193/