8 citations · 8 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 8 cited
Continual Learning with Recursive Gradient Optimization
Hao Liu, Huaping Liu
Learning multiple tasks sequentially without forgetting previous knowledge, called Continual Learning(CL), remains a long-standing challenge for neural networks. Most existing meth…
math.OC2017
Learning Policies for Markov Decision Processes from Data
Manjesh K. Hanawal, Hao Liu, Henghui Zhu +1
We consider the problem of learning a policy for a Markov decision process consistent with data captured on the state-actions pairs followed by the policy. We assume that the polic…