Practical Reinforcement Learning - Agents and Environments [Video]

Practical Reinforcement Learning - Agents and Environments [Video]

Lauren Washington

Get to grips with the basics of Reinforcement Learning and build your own intelligent systems
Mapt Subscription
FREE
$40.00/m after trial
Video
$10.00
RRP $124.99
Save 91%
What do I get with a Mapt subscription?
  • Unlimited access to all Packt’s 6,000+ eBooks and Videos
  • 100+ new titles a month, learning paths, assessments & code files
  • 1 Free eBook or Video to download and keep every month after trial
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
$29.99 p/m after trial
RRP $124.99
Subscription
Video
Start 14 Day Trial

Frequently bought together


Practical Reinforcement Learning - Agents and Environments [Video] Book Cover
Practical Reinforcement Learning - Agents and Environments [Video]
$ 124.99
$ 10.00
The Complete React Js and Redux Course - Build Modern Web Apps [Video] Book Cover
The Complete React Js and Redux Course - Build Modern Web Apps [Video]
$ 173.99
$ 10.01
Buy 2 for $20.01
Save $278.97
Add to Cart

Video Description

Reinforcement Learning (RL) has become one of the hottest research areas in ML and AI, and is expected to have widespread usage in diverse areas such as neuroscience, psychology, and more.

You can make an intelligent agent in a few steps: have it semi-randomly explore different choices of movement to actions given different conditions and states, then keep track of the reward or penalty associated with each choice for a given state or action.

In this course, you’ll learn how to code the core algorithms in RL and get to know the algorithms in both R and Python. This video course will help you hit the ground running, with R and Python code for Value Iteration, Policy Gradients, Q-Learning, Temporal Difference Learning, the Markov Decision Process, and Bellman Equations, which provides a framework for modeling decision making where outcomes are partly random and partly under the control of a decision maker.

At the end of the video course, you’ll know the main concepts and key algorithms in RL.

Style and Approach

This comprehensive course is a step-by-step guide that will help you understand reinforcement learning. Practical, real-world examples will help you get acquainted with the various concepts in reinforcement learning. This course provides practical reinforcement examples in R and Python.

Video Preview

What You Will Learn

  • Work with Discount Factor Methods
  • Utilize the Markov Decision Process and Bellman equations
  • Get to know the key terms in RL
  • Dive into Temporal Difference Learning, an algorithm that combines Monte Carlo methods and dynamic programming
  • Take your machine learning skills to the next level with RL techniques

Authors

Video Details

ISBN 139781787129344
Course Length1 hour 17 minutes
Read More

Read More Reviews

Recommended for You

The Complete React Js and Redux Course - Build Modern Web Apps [Video] Book Cover
The Complete React Js and Redux Course - Build Modern Web Apps [Video]
$ 173.99
$ 10.01
CSS - The Complete Guide (incl. Flexbox, Grid and Sass) [Video] Book Cover
CSS - The Complete Guide (incl. Flexbox, Grid and Sass) [Video]
$ 173.99
$ 10.01
Learn Flutter and Dart to Build iOS and Android Apps [Video] Book Cover
Learn Flutter and Dart to Build iOS and Android Apps [Video]
$ 173.99
$ 10.01
Learn Computer Vision with Python and OpenCV [Video] Book Cover
Learn Computer Vision with Python and OpenCV [Video]
$ 124.99
$ 10.00
Advanced Practical Reinforcement Learning [Video] Book Cover
Advanced Practical Reinforcement Learning [Video]
$ 124.99
$ 10.00
The ChatBot Bootcamp - Build ChatBots using Chatfuel [Video] Book Cover
The ChatBot Bootcamp - Build ChatBots using Chatfuel [Video]
$ 17.99
$ 10.00