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

4.8
stars
2,806 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

KS

Sep 2, 2019

All the concepts were well explained and this course was perhaps the best I have found for RL.Great efforts have been put into making the course and It goes well in line with the suggested textbook.

MN

Apr 12, 2024

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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501 - 525 of 671 Reviews for Fundamentals of Reinforcement Learning

By wsylovezx

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Dec 31, 2024

top tier class

By John P

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Apr 21, 2021

Great course.

By Artur M

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Jul 28, 2020

Great course!

By Anna P

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Jun 19, 2020

Great course!

By Prajwal T

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Mar 29, 2020

very engaging

By PRASHANT K R

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Jan 11, 2020

It's awesome!

By Atamert A

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Nov 17, 2019

Great course!

By dariojavo

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Nov 10, 2019

Great course!

By Nikhil G

•

Oct 30, 2019

Great course!

By Sachin U

•

Sep 14, 2019

Great course.

By 吴其恒

•

Nov 16, 2024

Good course!

By Naca “

•

May 24, 2023

Great course

By Nico

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Mar 26, 2022

great course

By obadan s

•

Jul 8, 2020

GREAT COURSE

By Ben - C L Y

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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 12, 2020

Very clear!

By Noah

•

Apr 21, 2020

good course

By JAYSEN M

•

Oct 7, 2022

Excellent

By Oriol A L

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Nov 4, 2020

Very good!

By Oren Z B M

•

Mar 22, 2020

Thank you.

By Nithiroj T

•

Dec 27, 2021

Very good

By BRIGHTON S U

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May 16, 2021

Very nice

By Justin O

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Mar 24, 2021

Fantastic