Actor-Critic Algorithm for High-dimensional Partial Differential Equations

Xiaohan Zhang

We develop a deep learning model to effectively solve high-dimensional nonlinear parabolic partial differential equations (PDE). We follow Feynman-Kac formula to reformulate PDE in…