Not at all similar in my opinion. Hyperparameters don't usually directly affect the model the DNN implements, they mostly affect the speed of convergence.

Stuff like sensitivity analysis is both easy to do and part of standard operating procedures when working with DNNS, but not when modeling with NetLogo.