math.OC, stat.ML

Learning Generative Dynamics with Soft Law Constraints: A McKean-Vlasov FBSDE Approach

arXiv:2605.08928v1 Announce Type: cross
Abstract: We propose a generative framework for learning stochastic dynamics from endpoint and intermediate distributional observations. The method formulates generation as a McKean-Vlasov control problem in whi…