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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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501 - 525 of 662 Reviews for Fundamentals of Reinforcement Learning

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 16, 2019

Great course!

By dariojavo

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Nov 9, 2019

Great course!

By Nikhil G

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Oct 30, 2019

Great course!

By Sachin U

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Sep 14, 2019

Great course.

By Naca “

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May 24, 2023

Great course

By Nico

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Mar 26, 2022

great course

By obadan s

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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

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Oct 11, 2019

Nice lecture

By Ruiwen W

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Oct 11, 2020

Very clear!

By Noah

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Apr 21, 2020

good course

By JAYSEN M

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Oct 7, 2022

Excellent

By Oriol A L

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Nov 4, 2020

Very good!

By Oren Z B M

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Mar 22, 2020

Thank you.

By Nithiroj T

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Dec 27, 2021

Very good

By BRIGHTON S U

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May 15, 2021

Very nice

By Justin O

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Mar 24, 2021

Fantastic

By 김경래

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Dec 3, 2022

Perfect!

By Alexander K

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Nov 6, 2019

loved it

By Puyuan L

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Jan 24, 2020

not bad

By Tal G

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Aug 19, 2024

Great!

By 최홍석

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Apr 18, 2020

great!