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Learner Reviews & Feedback for Fundamentals of Reinforcement Learning by University of Alberta

4.8
stars
2,137 ratings
529 reviews

About the Course

Reinforcement Learning is a subfield of Machine Learning, but is also a general purpose formalism for automated decision-making and AI. This course introduces you to statistical learning techniques where an agent explicitly takes actions and interacts with the world. Understanding the importance and challenges of learning agents that make decisions is of vital importance today, with more and more companies interested in interactive agents and intelligent decision-making. This course introduces you to the fundamentals of Reinforcement Learning. When you finish this course, you will: - Formalize problems as Markov Decision Processes - Understand basic exploration methods and the exploration/exploitation tradeoff - Understand value functions, as a general-purpose tool for optimal decision-making - Know how to implement dynamic programming as an efficient solution approach to an industrial control problem This course teaches you the key concepts of Reinforcement Learning, underlying classic and modern algorithms in RL. After completing this course, you will be able to start using RL for real problems, where you have or can specify the MDP. This is the first course of the Reinforcement Learning Specialization....

Top reviews

AT
Jul 6, 2020

An excellent introduction to Reinforcement Learning, accompanied by a well-organized & informative handbook. I definitely recommend this course to have a strong foundation in Reinforcement Learning.

NH
Apr 7, 2020

This course is one of the best I've learned so far in coursera. The explanations are clear and concise enough. It took a while for me to understand Bellman equation but when I did, it felt amazing!

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376 - 400 of 529 Reviews for Fundamentals of Reinforcement Learning

By Mattheus d k

Mar 12, 2020

Good course, not for beginners!

By Yingtian H

May 22, 2021

An absolutely must take course

By Claude F

Feb 2, 2021

Super videos and great pracs.

By billel m

Jul 17, 2020

it's a good course i loved it

By Abubakr B

Sep 3, 2019

Very engaging and informative

By kavindra s

May 21, 2020

Good explanations with Maths

By Steven B

May 8, 2021

Thanks..The learning is fun

By UBALDO B

Feb 10, 2021

well-organized course !!!!!

By Akram Y

Jun 18, 2020

Nice and informative course

By Wong H S

Jul 3, 2020

Really good course content

By Andrew D G

Aug 24, 2019

A really excellent course!

By Shaji, N

Aug 13, 2019

It is the perfect course.

By Olga W

Jul 23, 2020

Very good for developers

By Steven H

Jun 23, 2020

Excellent course on RL!

By Payam M

Nov 17, 2019

I learned a lot! Thanks

By Ashish S

Sep 7, 2019

learned a lot, thanks !

By Sergey M

Oct 12, 2021

Well organized course!

By Aswin R S

May 1, 2020

Good introdution to RL

By 王珅祎

Mar 2, 2020

It's worth to learn it

By Baorui W

May 24, 2020

it's really practical

By Marvin F

Aug 3, 2019

Good introduction :-)

By Fabrice L

Nov 14, 2020

Very well explained.

By Hamora H

Aug 12, 2020

Very Good for me :)!

By 송준영

Apr 14, 2020

thx for good lecture

By Vajra G

Apr 1, 2020

The best RL course!