Python Reinforcement Learning Projects

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Python Reinforcement Learning Projects:
Eight hands-on projects exploring reinforcement learning algorithms using TensorFlow
English | 2018 | ISBN: 9781788991612 | 287 Pages | PDF EPUB (True) | 35 MB

In this book, you will learn about the core concepts of RL including Q-learning, policy gradients, Monte Carlo processes, and several deep reinforcement learning algorithms. As you make your way through the book, you'll work on projects with datasets of various modalities including image, text, and video. You will gain experience in several domains, including gaming, image processing, and physical simulations. You'll explore technologies such as TensorFlow and OpenAI Gym to implement deep learning reinforcement learning algorithms that also predict stock prices, generate natural language, and even build other neural networks.

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