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

4.8
stars
2,757 ratings

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

YW

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Clear instruction and insightful exercises! Enjoy this course! Also, please read the book if you want to understand better about the course materials and rationales behind the exercises.

MN

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The concepts may sound confusing in the beginning, but as you go forward you find it interesting and understanding. I suggest you completely read the reading assignments before watching the videos.

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451 - 475 of 662 Reviews for Fundamentals of Reinforcement Learning

By Stewart A

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Aug 30, 2019

Great course from the home of RL

By 陆云卓

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Sep 18, 2024

非常详细易懂，代码题目也很能帮助理解算法。完全配套教材。很喜欢

By Yury Z

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Mar 31, 2024

Very detailed and clear course!

By Yanhao Z

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Mar 19, 2020

This is a perfect introduction!

By Mattheus d k

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Mar 12, 2020

Good course, not for beginners!

By Mohammad P A

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Jul 23, 2023

Great tome learning RL, thanks

By kingjs

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Sep 6, 2022

very good learning experience

By Daniel S

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Jan 16, 2022

Top course and top university!

By Yingtian H

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May 22, 2021

An absolutely must take course

By Stephan B

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May 4, 2022

Very good introduction in RL.

By Claude F

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Feb 2, 2021

Super videos and great pracs.

By Billel M

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Jul 16, 2020

it's a good course i loved it

By Abubakr H

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Sep 3, 2019

Very engaging and informative

By Kavindra S

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May 21, 2020

Good explanations with Maths

By Steven B

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May 8, 2021

Thanks..The learning is fun

By UBALDO B

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Feb 10, 2021

well-organized course !!!!!

By Akram Y

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Jun 18, 2020

Nice and informative course

By Aissa B

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Jun 14, 2024

Amazing Course. Thank you!

By Wong H S

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Jul 3, 2020

Really good course content

By Andrew D G

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Aug 24, 2019

A really excellent course!

By Ali N

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Sep 23, 2023

It was really fundamental

By Shaji, N

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Aug 13, 2019

It is the perfect course.

By Olga W

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Jul 23, 2020

Very good for developers

By Steven H

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Jun 23, 2020

Excellent course on RL!

By Payam M

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Nov 16, 2019

I learned a lot! Thanks