About this Course

47,369 recent views
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level

Probabilities & Expectations, basic linear algebra, basic calculus, Python 3.0 (at least 1 year), implementing algorithms from pseudocode.

Approx. 22 hours to complete
English

Skills you will gain

Artificial Intelligence (AI)Machine LearningReinforcement LearningFunction ApproximationIntelligent Systems
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level

Probabilities & Expectations, basic linear algebra, basic calculus, Python 3.0 (at least 1 year), implementing algorithms from pseudocode.

Approx. 22 hours to complete
English

Offered by

Placeholder

University of Alberta

Placeholder

Alberta Machine Intelligence Institute

Syllabus - What you will learn from this course

Content RatingThumbs Up91%(2,682 ratings)Info
Week
1

Week 1

1 hour to complete

Welcome to the Course!

1 hour to complete
2 videos (Total 12 min), 2 readings
5 hours to complete

On-policy Prediction with Approximation

5 hours to complete
13 videos (Total 69 min), 2 readings, 2 quizzes
Week
2

Week 2

5 hours to complete

Constructing Features for Prediction

5 hours to complete
11 videos (Total 52 min), 2 readings, 2 quizzes
Week
3

Week 3

6 hours to complete

Control with Approximation

6 hours to complete
7 videos (Total 41 min), 2 readings, 2 quizzes
Week
4

Week 4

6 hours to complete

Policy Gradient

6 hours to complete
11 videos (Total 55 min), 2 readings, 2 quizzes

Reviews

TOP REVIEWS FROM PREDICTION AND CONTROL WITH FUNCTION APPROXIMATION

View all reviews

About the Reinforcement Learning Specialization

Reinforcement Learning

Frequently Asked Questions

More questions? Visit the Learner Help Center.