Machine Learning, Deep Learning, Neural Networks, Data Science, Towards Data Science.
defines the best possible discriminator for a given generator (in fact, one of the best because x values such that p_t(x)=p_g(x) could be handled in another way but it doesn’t matter for what follows). We then search G that maximises Again, in order to maximise (with respect to G) this integral, we