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TensorFlow 2 Reinforcement Learning Cookbook Cover

TensorFlow 2 Reinforcement Learning Cookbook

Over 50 recipes to help you build, train, and deploy learning agents for real-world applications

Paid access
|Jan 2021
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Table of Contents

  1. Developing building blocks for Deep RL using TensorFlow 2.x
  2. Implementing value-based, policy gradients and actor-critic Deep RL algorithms
  3. Implementing Advanced Deep RL algorithms
  4. RL in real-world: Building intelligent trading agents
  5. RL in Real-World: Building Stock Trading Agents
  6. RL in real-world: Building intelligent agents to complete your ToDos
  7. Deploying Deep RL Agents to the Cloud
  8. Building cross-platform (web, desktop, mobile) Deep-RL Apps using TensorFlow 2.x
  9. Distributed training and automated production deployment pipeline for Deep RL Apps
PDF ISBN: 978-1-83898-599-8
Publisher: Packt Publishing Limited
Copyright owner: © 2021 Packt Publishing Limited
Publication date: 2021
Language: English
Pages: 472