Lecture 12 :: Advanced Prediction Models for Business Applications

Lecture 12

L12: Research Case Studies in Deep Learning and Reinforcement Learning

Lecture note
Revisit Generative Adversarial Networks (GANs)
Six research case studies on deep learning, bandits and reinforcement learning
GPT3 Repository
GAN Demo by Google 2020

Lecture Goals

Be able to understand the game theoretic motivation behind Generative Adversarial Network training
Be able to understand the context of research case studies in deep learning and reinforcement learning