Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
Learn Unity ML-Agents ??? Fundamentals of Unity Machine Learning

You're reading from   Learn Unity ML-Agents ??? Fundamentals of Unity Machine Learning Incorporate new powerful ML algorithms such as Deep Reinforcement Learning for games

Arrow left icon
Product type Paperback
Published in Jun 2018
Publisher Packt
ISBN-13 9781789138139
Length 204 pages
Edition 1st Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Micheal Lanham Micheal Lanham
Author Profile Icon Micheal Lanham
Micheal Lanham
Arrow right icon
View More author details
Toc

Imitation learning

Imitation learning is a cool training technique that we can use to train agents by example. This has tremendous benefits in complex training scenarios with repetitive actions. Games like Pong or Tennis are very good candidates for this type of training since the game action is repetitive. Since the agent is learning by example, the need for random search actions or exploration is eliminated and training performance improves dramatically. Unity has a Tennis example that makes a good candidate to demonstrate this type of training. Let's jump to the next exercise where we set up imitation learning:

  1. Open the Tennis scene located in the Assets/ML-Agents/Examples/Tennis folder.
  2. Locate the Agent brain object in the Hierarchy. Rename the object Student. Set the Brain Type to External.
  3. Select the Player brain object and rename it Teacher. Set the Brain Type to...
lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $19.99/month. Cancel anytime
Banner background image