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

Samer El Boustany, Samy Mekkaoui, Yadh Hafsi +2

We introduce a unified framework for learning stochastic dynamics from distributional observations and discretely observed trajectories. The key contribution is to combine soft law…