45 citations · 138 across the 13 of their papers we have counts for
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cs.LG2021★ 2 cited
Approximate Newton policy gradient algorithms
Haoya Li, Samarth Gupta, Hsiangfu Yu +2
Policy gradient algorithms have been widely applied to Markov decision processes and reinforcement learning problems in recent years. Regularization with various entropy functions…
math.NA2021★ 18 cited
A semigroup method for high dimensional elliptic PDEs and eigenvalue problems based on neural networks
Haoya Li, Lexing Ying
In this paper, we propose a semigroup method for solving high-dimensional elliptic partial differential equations (PDEs) and the associated eigenvalue problems based on neural netw…