Learning-Based Importance Sampling via Stochastic Optimal Control for Stochastic Reaction Networks

Chiheb Ben Hammouda, Nadhir Ben Rached, Raúl Tempone +1

We explore efficient estimation of statistical quantities, particularly rare event probabilities, for stochastic reaction networks. Consequently, we propose an importance sampling…