Section 3: Generative Models and Deep Reinforcement Learning

In this section, we will dive deep into generative neural network models, including deep generative adversarial networks. We will also cover deep reinforcement learning using PyTorch. Upon completing this section, you will be able to train your own deep learning models so that they can generate music, text, images, and more. You will also know how to train players (agents) for a video game.

This section comprises the following chapters:

• Chapter 6, Music and Text Generation with PyTorch
• Chapter 7, Neural Style Transfer
• Chapter 8, Deep Convolutional GANs
• Chapter 9, Deep Reinforcement Learning