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You are here: Home ▶ Limited-Time Offers ▶ Hands-On Deep Learning for Games

Hands-On Deep Learning for Games

July 17, 2022

Hands-On Deep Learning for Games

Game development is also a key area where these techniques are being applied. Hands-On Deep Learning for Games will give an in depth view of the potential of deep learning and neural networks in game development. (Limited-time offer)

Table of Contents

  • Section 1: The Basics
  • Deep Learning for Games
  • Convolutional and Recurrent Networks
  • GAN for Games
  • Building a Deep Learning Gaming Chatbot
  • Section 2: Deep Reinforcement Learning
  • Introducing DRL
  • Unity ML-Agents
  • Agent and the Environment
  • Understanding PPO
  • Rewards and Reinforcement Learning
  • Imitation and Transfer Learning
  • Building Multi-Agent Environments
  • Section 3: Building Games
  • Debugging/Testing a Game with DRL
  • Obstacle Tower Challenge and Beyond

Download Free PDF / Read Online

Author(s): Micheal Lanham
Publisher: Packt Publishing
Published: March 2019
Format(s): Online
File size: –
Number of pages: 372
Download / View Link(s): This offer has ended.
Free as of 07/17/2022

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