8 citations · 22 across the 11 of their papers we have counts for
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cs.LG2021
Local AdaGrad-Type Algorithm for Stochastic Convex-Concave Optimization
Luofeng Liao, Li Shen, Jia Duan +2
Large scale convex-concave minimax problems arise in numerous applications, including game theory, robust training, and training of generative adversarial networks. Despite their w…
stat.ML2021★ 8 cited
Instrumental Variable Value Iteration for Causal Offline Reinforcement Learning
Luofeng Liao, Zuyue Fu, Zhuoran Yang +3
In offline reinforcement learning (RL) an optimal policy is learned solely from a priori collected observational data. However, in observational data, actions are often confounded…