Published Classic Online 14 Jun 2022Estimating Nonlinear Heterogeneous Agents Models with Neural NetworksHanno Kase · Leonardo Melosi · Matthias RottnerBy treating a nonlinear model's own parameters as extra "pseudo state variables" that a neural network learns to solve for across the entire parameter space at once, and by training a second network …