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

4.8
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2,355 évaluations
559 avis

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

AT

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.

HT

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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401 - 425 sur 564 Avis pour Fundamentals of Reinforcement Learning

par Kavindra S

21 mai 2020

Good explanations with Maths

par Steven B

8 mai 2021

Thanks..The learning is fun

par UBALDO B

10 févr. 2021

well-organized course !!!!!

par Akram Y

18 juin 2020

Nice and informative course

par Wong H S

3 juil. 2020

Really good course content

par Andrew D G

24 août 2019

A really excellent course!

par Shaji, N

13 août 2019

It is the perfect course.

par Olga W

23 juil. 2020

Very good for developers

par Steven H

23 juin 2020

Excellent course on RL!

par Payam M

17 nov. 2019

I learned a lot! Thanks

par Ashish S

7 sept. 2019

learned a lot, thanks !

par Sergey M

12 oct. 2021

Well organized course!

par Aswin R S

1 mai 2020

Good introdution to RL

par 王珅祎

2 mars 2020

It's worth to learn it

par Baorui W

24 mai 2020

it's really practical

par Marvin F

3 août 2019

Good introduction :-)

par Fabrice L

14 nov. 2020

Very well explained.

par Hamora H

12 août 2020

Very Good for me :)!

par 송준영

14 avr. 2020

thx for good lecture

par Vajra G

1 avr. 2020

The best RL course!

par Xiang C

28 avr. 2021

Excellent Course.

par Julio E F

20 juin 2020

Nice introduction

par Quirin D

31 janv. 2020

Excellent course!

par abdul w

20 juin 2021

great experience

par Carl O S

11 avr. 2020

Excellent course