Hands-On Deep Q-Learning [Video]

Hands-On Deep Q-Learning [Video]

Kaiser Hamid Rabbi
New Release!

By combining the power of Reinforcement Learning, Deep Learning, and Machine Learning you will be able to create powerful real-world apps
Packt Subscription
FREE
$9.99/m after trial
Video
$10.00
RRP $124.99
Save 91%
What do I get with a Packt subscription?
  • Exclusive monthly discount - no contract
  • Unlimited access to entire Packt library of 6500+ eBooks and Videos
  • 120 new titles added every month, on new and emerging tech
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
$0.00
$10.00
$9.99 p/m after trial
RRP $124.99
Subscription
Video
Start a FREE 10-day trial

Frequently bought together


Hands-On Deep Q-Learning [Video] Book Cover
Hands-On Deep Q-Learning [Video]
$ 124.99
$ 10.00
Hands-On Q-Learning with Python Book Cover
Hands-On Q-Learning with Python
$ 27.99
$ 10.00
Buy 2 for $20.00
Save $132.98
Add to Cart

Video Description

Do you want to build a virtual self-driving car AI application using the most cutting-edge algorithm of Reinforcement Learning: Deep Q-Learning? Do you want to create an intelligence that can win the famous 90's game—DOOM—by using Deep Convolutional Q-Learning? Deep Q-Learning is the most robust and powerful technique in Artificial Intelligence for solving complex real-world problems. Artificial Intelligence is making our lives easy day by day and reducing human effort everywhere in social media, websites, online stores, and even business. With a less talk and more action approach, this course will lead you through various implementations of Reinforcement Learning techniques by building a virtual self-driving car application and an AI to beat the monsters in DOOM.
You may be wondering that why we create artificial intelligence in a game environment. That is because, once we have created our artificial intelligence in a gaming environment with the help of OpenAIGym, we can use those same principles to solve complex real-world problems just by changing and tweaking algorithm parameters. Get your hands on this course to learn the most fascinating technology in the field of Artificial Intelligence and leverage the power of Reinforcement Learning right away!

You can find the code for this course on GitHub: https://github.com/PacktPublishing/-Hands-On-Deep-Q-Learning/settings/collaboration

Style and Approach

This hands-on course covers all the important aspects of Q-Learning, Deep Q-Learning and Deep Convolutional Q-Learning, the various fields of Reinforcement Learning. And we cover all of those topics by coding in PYTORCH, Kivy, and OpenAIGym. Throughout the course, we will build an intelligent self-driving car by applying Deep Q-Learning and we are going to win Doom with the power of Deep Convolutional Q-Learning!

Video Preview

What You Will Learn

  • Get grips on various Reinforcement Learning techniques while building Artificial Intelligence using PYTORCH, Kivy and OpenAIGym
  • A solid understanding of Deep Q-Learning intuitions and its functioning
  • Optimize performance and efficiency by implementing Deep Q-Learning
  • Create a virtual Self Driving Car application with Deep Q-Learning
  • Make an Intelligence to win the game named DOOM using Deep Convolutional Q-Learning
  • Understand the working behind Artificial Intelligence

Authors

Video Details

ISBN 139781789957549
Course Length1 hour 53 minutes
Read More

Read More Reviews

Recommended for You

Hands-On Q-Learning with Python Book Cover
Hands-On Q-Learning with Python
$ 27.99
$ 10.00
Hands-On Deep Learning with TensorFlow 2.0 [Video] Book Cover
Hands-On Deep Learning with TensorFlow 2.0 [Video]
$ 124.99
$ 10.00
Hands-On Python Deep Learning [Video] Book Cover
Hands-On Python Deep Learning [Video]
$ 124.99
$ 10.00
Hands-On Deep Learning for Computer Vision [Video] Book Cover
Hands-On Deep Learning for Computer Vision [Video]
$ 124.99
$ 10.00
Hands-On Full-Stack Web Development with GraphQL and React [Video] Book Cover
Hands-On Full-Stack Web Development with GraphQL and React [Video]
$ 124.99
$ 10.00
Hands-On Incident Response Analysis [Video] Book Cover
Hands-On Incident Response Analysis [Video]
$ 124.99
$ 10.00