Zhenye Huang

Statistical mechanics of continual learning: variational principle and mean-field potential

2022 · arXiv (Cornell University)

An obstacle to artificial general intelligence is set by continual learning of multiple tasks of different nature. Recently, various heuristic tricks, both from machine learning and from neuroscience angles, were proposed, but they lack a …