David Foster ( Keynote) Generative Deep Learning Key To Unlocking Artificial General Intelligence

This talk will include a general introduction to Generative Modelling as well as a walkthrough of one of the most utilised generative deep learning models the Variational Autoencoder (VAE) and examples of stateoftheart output from Generative Adversarial Networks (GANs) and Transformer based architectures. We ll also be looking at how generative models can be used in a reinforcement learning setting (World Models paper) and why I believe generative models will play a crucial part in the quest to buil