Probability & Statistics Seminar

Abstract

In this talk, I first review some recent progress on global stochastic maximum principle for stochastic optimal control problem under g-expectation, and then the progress on stochastic maximum principle for stochastic optimal control problem under G-expectation. For the control problem under g-expectation, we first obtain the first-order and second-order variational equations and adjoint equations for forward-backward stochastic control system. For the control problem under G-expectation, we introduce a new weak convergence method to obtain the derivative for the value function. This is a joint work with Shaolin Ji and Xiaole Xue.