Live Chat
Monday - Friday 8am - 6pm EST Chat Now
Contact Us
Monday - Friday 8am - 8pm EST 1-800-268-7737 Other Contact Options
Checkout

Cart () Loading...

    • Quantity:
    • Delivery:
    • Dates:
    • Location:

    $

Reinforcement Learning Explained (DAT257x)

New – Learn how to frame reinforcement learning problems, tackle classic examples, explore basic algorithms from dynamic programming, temporal difference learning, and progress towards larger state space using function approximation and DQN (Deep Q Network).

GK# 6979

Course Overview

TOP

Reinforcement Learning (RL) is an area of machine learning, where an agent learns by interacting with its environment to achieve a goal.

In this course, you will be introduced to the world of reinforcement learning. You will learn how to frame reinforcement learning problems and start tackling classic examples like news recommendation, learning to navigate in a grid-world, and balancing a cart-pole.

You will explore the basic algorithms from multi-armed bandits, dynamic programming, TD (temporal difference) learning, and progress towards larger state space using function approximation, in particular using deep learning. You will also learn about algorithms that focus on searching the best policy with policy gradient and actor critic methods. Along the way, you will get introduced to Project Malmo, a platform for Artificial Intelligence experimentation and research built on top of the Minecraft game.

Add a course completion certificate to your cart when you enroll for your course, or purchase it at any time prior to course completion. A voucher code will be added to your MyGK dashboard that can be redeemed upon passing the exam in the course completion chapter.

Add Course Completion Certificate for $100

Schedule

TOP
  • Delivery Format:
  • Date:
  • Location:
  • Access Period:

$

What You'll Learn

TOP
  • Reinforcement Learning Problem
  • Markov Decision Process
  • Bandits
  • Dynamic Programming
  • Temporal Difference Learning
  • Approximate Solution Methods
  • Policy Gradient and Actor Critic
  • RL that Works

Who Should Attend

TOP

IT Professionals, Developers or Power Users

Course Delivery

This course is available in the following formats:

On-Demand

Train at your own pace with 24/7 access to courses that help you acquire must-have technology skills.



Request this course in a different delivery format.
Enroll