Time integration schemes based on neural networks for solving partial differential equations on coarse grids

no code implementations • 16 Oct 2023 • Xinxin Yan, Zhideng Zhou, Xiaohan Cheng, Xiaolei Yang

Compared to the traditional methods, the learned unconstrained and semi-constrained schemes significantly reduce the prediction error on coarse grids.

Obtain Employee Turnover Rate and Optimal Reduction Strategy Based On Neural Network and Reinforcement Learning

no code implementations • 1 Dec 2020 • Xiaohan Cheng

A model based on Sarsa which is a kind of reinforcement learning algorithm is proposed to automatically generate a set of strategies to reduce the employee turnover rate.

Reinforcement Learning (RL)