Efficient Fisher Information Computation and Policy Search in Sampled Stochastic Chemical Reaction Networks through Deep Learning
Quentin Badolle, Gabrielle Berrada, Mustafa Khammash
The paper introduces a method using Mixture Density Networks to efficiently compute Fisher Information and perform policy search in stochastic chemical reaction networks with partial observations.
bioRxiv · Apr 13, 2023 · PreprintSystems Biology