A Sample-Wise Adjoint Regression Framework for Mean-Field Control with Connections to Adjoint Matching

Hui Sun

This work proposes a novel numerical approach for solving mean-field control (MFC) problems using an adjoint-based optimization framework motivated by the stochastic maximum princi…