GAN minimax objective mathematical notation

GAN minimax objective is a recurring research-paper notation family. Couples a generator that minimizes an objective with a discriminator that maximizes it, forming a two-player adversarial game.

GAN minimax objective: Couples a generator that minimizes an objective with a discriminator that maximizes it, forming a two-player adversarial game. Example: Train D to separate real from generated data while G tries to fool D.