General solutions for nonlinear differential equations: a rule-based self-learning approach using deep reinforcement learning

Shiyin Wei, Xiaowei Jin, Hui Li

A universal rule-based self-learning approach using deep reinforcement learning (DRL) is proposed for the first time to solve nonlinear ordinary differential equations and partial…