Which of the following statements about Generative Adversarial Networks $($GANs$)$ is false?

The generator network aims to minimize the error in generating realistic data.

GANs are commonly used for unsupervised learning tasks.

The discriminator network aims to maximize its ability to distinguish between real and generated data.

GANs involve training two neural networks in a competitive setting.