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

4.8
stars
2,098 ratings
522 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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401 - 425 of 524 Reviews for Fundamentals of Reinforcement Learning

By Carl O S

Apr 11, 2020

Excellent course

By Amey M M

Feb 1, 2020

Very Good Course

By Md O H

Aug 13, 2019

Excellent course

By John P

Apr 21, 2021

Great course.

By Artur M

Jul 28, 2020

Great course!

By Anna K

Jun 19, 2020

Great course!

By Prajwal T

Mar 29, 2020

very engaging

By PRASHANT K R

Jan 11, 2020

It's awesome!

By Atamert A

Nov 16, 2019

Great course!

By Dario J G P

Nov 9, 2019

Great course!

By Nikhil G

Oct 30, 2019

Great course!

By Sachin U

Sep 14, 2019

Great course.

By obadan s

Jul 8, 2020

GREAT COURSE

By Cheuk L Y

Jun 30, 2020

Great intro!

By Fintan K

Jun 27, 2020

Great course

By Liuhui D

Oct 11, 2019

Nice lecture

By Ruiwen W

Oct 11, 2020

Very clear!

By Noah

Apr 21, 2020

good course

By Oriol A L

Nov 4, 2020

Very good!

By Oren

Mar 22, 2020

Thank you.

By BRIGHTON S U

May 16, 2021

Very nice

By Justin O

Mar 24, 2021

Fantastic

By Alexander K

Nov 6, 2019

loved it

By Puyuan L

Jan 24, 2020

not bad

By 최홍석

Apr 18, 2020

great!