Skip to content
MathWorks - Mobile View
  • Sign In to Your MathWorks AccountSign In to Your MathWorks Account
  • Access your MathWorks Account
    • My Account
    • My Community Profile
    • Link License
    • Sign Out
  • Products
  • Solutions
  • Academia
  • Support
  • Community
  • Events
  • Get MATLAB
MathWorks
  • Products
  • Solutions
  • Academia
  • Support
  • Community
  • Events
  • Get MATLAB
  • Sign In to Your MathWorks AccountSign In to Your MathWorks Account
  • Access your MathWorks Account
    • My Account
    • My Community Profile
    • Link License
    • Sign Out

Videos and Webinars

  • MathWorks
  • Videos
  • Videos Home
  • Search
  • Videos Home
  • Search
  • Contact sales
  • Trial software
22:32 Video length is 22:32.
  • Description
  • Related Resources

Reinforcement Learning: Leveraging Deep Learning for Controls

Overview

Reinforcement learning allows you to solve control problems using deep learning but without using labeled data. Instead, learning occurs through multiple simulations of the system of interest. This simulation data is used to train a policy represented by a deep neural network that would then replace a traditional controller or decision-making system.

In this session, you will learn how to do reinforcement learning using MathWorks products, including how to set up environment models, define the policy structure and scale training through parallel computing to improve performance.

About the Presenter

Emmanouil Tzorakoleftherakis is a product manager at MathWorks, with a focus on reinforcement learning and control systems. Prior to this, Emmanouil has been a research intern at Siemens Corporate Technology, and a research assistant at Northwestern University. Emmanouil has a M.S. and a Ph.D. in Mechanical Engineering from Northwestern University, and a B.S. in Electrical and Computer Engineering from University of Patras in Greece.

Recorded: 19 Mar 2020

Related Products

  • Reinforcement Learning Toolbox
  • Deep Learning Toolbox
  • MATLAB
  • Simulink

Learn More

Reinforcement Learning Toolbox
Reinforcement Learning Tech Talks
Walking robot example
Reinforcement Learning with MATLAB: Basics and Environment

Bridging Wireless Communications Design and Testing with MATLAB

Read white paper
Related Information
Get Started with Reinforcement Learning Onramp

Feedback

Featured Product

Reinforcement Learning Toolbox

  • Request Trial
  • Get Pricing

Up Next:

30:42
Leveraging SerDes Design Flows for IBIS-AMI Model...

Related Videos:

31:03
Utilization of Simulink Verification and Validation and...
47:00
Simple and Inexpensive Hardware Experiments for the System...
45:19
Enabling Project-Based Learning with MATLAB, Simulink, and...
42:22
Enabling Project-Based Learning with MATLAB and Simulink

View more related videos

MathWorks - Domain Selector

Select a Web Site

Choose a web site to get translated content where available and see local events and offers. Based on your location, we recommend that you select: .

  • Switzerland (English)
  • Switzerland (Deutsch)
  • Switzerland (Français)
  • 中国 (简体中文)
  • 中国 (English)

You can also select a web site from the following list:

How to Get Best Site Performance

Select the China site (in Chinese or English) for best site performance. Other MathWorks country sites are not optimized for visits from your location.

Americas

  • América Latina (Español)
  • Canada (English)
  • United States (English)

Europe

  • Belgium (English)
  • Denmark (English)
  • Deutschland (Deutsch)
  • España (Español)
  • Finland (English)
  • France (Français)
  • Ireland (English)
  • Italia (Italiano)
  • Luxembourg (English)
  • Netherlands (English)
  • Norway (English)
  • Österreich (Deutsch)
  • Portugal (English)
  • Sweden (English)
  • Switzerland
    • Deutsch
    • English
    • Français
  • United Kingdom (English)

Asia Pacific

  • Australia (English)
  • India (English)
  • New Zealand (English)
  • 中国
    • 简体中文Chinese
    • English
  • 日本Japanese (日本語)
  • 한국Korean (한국어)

Contact your local office

  • Contact sales
  • Trial software

MathWorks

Accelerating the pace of engineering and science

MathWorks is the leading developer of mathematical computing software for engineers and scientists.

Discover…

Explore Products

  • MATLAB
  • Simulink
  • Student Software
  • Hardware Support
  • File Exchange

Try or Buy

  • Downloads
  • Trial Software
  • Contact Sales
  • Pricing and Licensing
  • How to Buy

Learn to Use

  • Documentation
  • Tutorials
  • Examples
  • Videos and Webinars
  • Training

Get Support

  • Installation Help
  • MATLAB Answers
  • Consulting
  • License Center
  • Contact Support

About MathWorks

  • Careers
  • Newsroom
  • Social Mission
  • Customer Stories
  • About MathWorks
  • Select a Web Site United States
  • Trust Center
  • Trademarks
  • Privacy Policy
  • Preventing Piracy
  • Application Status

© 1994-2022 The MathWorks, Inc.

  • Facebook
  • Twitter
  • Instagram
  • YouTube
  • LinkedIn
  • RSS

Join the conversation