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Avis et commentaires pour d'étudiants pour Fundamentals of Reinforcement Learning par Université de l'Alberta

2,502 évaluations

À propos du cours

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....

Meilleurs avis


6 juil. 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.


7 avr. 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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251 - 275 sur 600 Avis pour Fundamentals of Reinforcement Learning

par Sergio Z P

9 avr. 2020

Very good course to learn, understand and apply the Fundamentals of Reinforcement Learning!

par Zhongzhu Z

20 août 2021

Amazing course. But a little bit easy for the people who have learnt RL's prior knowledge.

par Wei D

19 oct. 2020

This is an awesome course. Assignments are not that hard, and concepts are well explained.

par Bartłomiej B

18 avr. 2020

Awesome course with a lot of interesting knowledge presented and a lot of its applications

par Wang G

9 oct. 2019

Very detailed explanations in the foundations of RL. Thanks both lecturers and the staffs!

par John H

17 sept. 2019

Very good, I suggest reading the text closely and doing exercises to get the most benefit.

par Eyal I

14 janv. 2021

All the material is given in a clear manner, but not at the expense of going into depths.

par Rohan S

7 août 2020

Really great course for all the beginners who want to learn about Reinforcement Learning.

par Amit P

24 août 2022

Everything was great! Course instructors, readings, programming assignments and quizzes.

par Ivan O C

27 juin 2021

Nice introduction to RL fundamentals... I think is a challenge topic but so exciting ...

par Jerry H

18 nov. 2020

Great introduction to Reinforcement Learning, interesting and covered a lot of material.

par Maurice M

30 juin 2021

Excellent first introduction coursework is light Lectures are direct and to the point.

par Mahmoud

5 mai 2021

Great intro with nice coding assignments that helps to understand the algorithms better

par Sirusala N S

4 juil. 2020

It is one of the best courses I have taken. The fundamentals were explained very well.

par Hamed H

18 mai 2020

it was so useful since the lectures were brief and useful and Homeworks were suitable.

par Abhijit R

7 avr. 2021

I have learnt how to apply Reinforcement Learning to create an intelligent machine...

par Tejas H V K

5 août 2020

Simple Enough for anyone to understand and apply the same to any real world scenario.

par Anubhab G

9 janv. 2020

A solid foundation for RL and great pedagogical explanations!!! Highly recommended!!

par Jan B

19 sept. 2021

A nice introduction into the fundamentals of RL. Not trivial, but certainly doable.

par Rony A

21 juin 2020

Very good course for those who wants to learn some basis of reinforcement learning.

par Giancarlo P S

24 sept. 2020

The assignments let you implement the algorithms discussed in the book and videos.

par Siddharth Y

22 mars 2020

Very good introduction to the world of reinforcement learning. Highly recommended.

par Xunzhao Y

7 nov. 2019

The class is quite well organized. Instruction is clear and textbook is excellent.

par Nadarasar B

12 oct. 2019

Awesome course which drills in the fundamental concepts of reinforcement learning.

par Charles C

27 déc. 2022

Very good and detailed explanation for introducing all the elements related to RL