Machine Learning, Deep Learning, Generative Model, Adversarial Network, Autoencoder.
to minimize the objective function w.r.t G. The latter basically implies that G should generate such realistic images which can fool D. We maximize the above function w.r.t parameters of Discriminator using Gradient Ascent and minimize the same w.r.t parameters of Generator using Gradient Descent.