Physics-informed neural networks via stochastic Hamiltonian dynamics learning

Chandrajit Bajaj, Minh Nguyen

In this paper, we propose novel learning frameworks to tackle optimal control problems by applying the Pontryagin maximum principle and then solving for a Hamiltonian dynamical sys…