Value-Gradient based Formulation of Optimal Control Problem and Machine Learning Algorithm

Alain Bensoussan, Jiayue Han, Sheung Chi Phillip Yam +1

Optimal control problem is typically solved by first finding the value function through Hamilton-Jacobi equation (HJE) and then taking the minimizer of the Hamiltonian to obtain th…