Solving nonconvex Hamilton--Jacobi--Isaacs equations with PINN-based policy iteration

Hee Jun Yang, Minjung Gim, Yeoneung Kim

We propose a mesh-free policy iteration framework that combines classical dynamic programming with physics-informed neural networks (PINNs) to solve high-dimensional, nonconvex Ham…