Udacity Logo
Log InJoin for Free
Free

Reinforcement Learning

Course

Study machine learning at a deeper level and become a participant in the reinforcement learning research community.

Study machine learning at a deeper level and become a participant in the reinforcement learning research community.

Last Updated March 7, 2022

Prerequisites:

No experience required

Course Lessons

Lesson 1

Introduction to Reinforcement Learning

Lesson 2

1. Smoov & Curly's Bogus Journey

Lesson 3

2. Reinforcement Learning Basics

Lesson 4

3. TD and Friends

Lesson 5

4. Convergence

Lesson 6

5. AAA

Lesson 7

6. Messing with Rewards

Lesson 8

7. Exploring Exploration

Lesson 9

8. Generalization

Lesson 10

9. Partially Observable MDPs

Lesson 11

10. Options

Lesson 12

11A. Game Theory

Lesson 13

11B. Game Theory Reloaded

Lesson 14

11C. Game Theory Revolutions

Lesson 15

12. CCC

Lesson 16

Outroduction to Reinforcement Learning

Lesson 17

Homeworks - OBSOLETE

Taught By The Best

Photo of Charles Isbell

Charles Isbell

Instructor

Photo of Michael Littman

Michael Littman

Instructor

Photo of Chris Pryby

Chris Pryby

Instructor

The Udacity Difference

Combine technology training for employees with industry experts, mentors, and projects, for critical thinking that pushes innovation. Our proven upskilling system goes after success—relentlessly.

Demonstrate proficiency with practical projects

Projects are based on real-world scenarios and challenges, allowing you to apply the skills you learn to practical situations, while giving you real hands-on experience.

  • Gain proven experience

  • Retain knowledge longer

  • Apply new skills immediately

Top-tier services to ensure learner success

Reviewers provide timely and constructive feedback on your project submissions, highlighting areas of improvement and offering practical tips to enhance your work.

  • Get help from subject matter experts

  • Learn industry best practices

  • Gain valuable insights and improve your skills

Udacity Logo
Company
  • Facebook
  • Twitter
  • LinkedIn
  • Instagram

© 2011-2024 Udacity, Inc. "Nanodegree" is a registered trademark of Udacity. © 2011-2024 Udacity, Inc.
We use cookies and other data collection technologies to provide the best experience for our customers.