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

Samer El Boustany, Samy Mekkaoui, Yadh Hafsi +2

We propose a generative framework for learning stochastic dynamics from endpoint and intermediate distributional observations. The method formulates generation as a McKean-Vlasov c…