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學生對 阿尔伯塔大学 提供的 Fundamentals of Reinforcement Learning 的評價和反饋

4.8
1,319 個評分
339 條評論

課程概述

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....

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AT

Jul 07, 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.

NH

Apr 08, 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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126 - Fundamentals of Reinforcement Learning 的 150 個評論(共 338 個)

創建者 AhmadrezaSheibanirad

Oct 27, 2019

This course is one of the great online course in Coursera which help people dig into reinforcement learning correctly.

創建者 Andis R

Feb 15, 2020

Thank you very much for putting effort in this one !!! I was looking for such a course for some time already, thanks.

創建者 Daniel R G

May 23, 2020

Genial curso, los temas dados son demasiado interesantes, a veces un poco dificiles de entender pero nada imposible.

創建者 Bigyan K

Mar 03, 2020

Very well organized, and easy to follow with the RL book! Highly recommend this course in conjunction with the book.

創建者 Dinh-Son V

Jul 17, 2020

The presenters are amazing. Their voice are clear and charming and make you want to continue your journey into RL.

創建者 Mathew

Jun 07, 2020

Very well structured and a great compliment to the Reinforcement Learning (2nd Edition) book by Sutton and Barto.

創建者 Lee M Y

Aug 01, 2020

Pretty complex but really useful! I had to go through each video twice to get a good understanding of the topic

創建者 Prudhvinath R

Dec 03, 2019

Everything is explained in detail. The theory behind each logistic is clearly explained by both the Professors.

創建者 Ofir E

Mar 20, 2020

An amazing course! It really has a high level and follows a coursebook just as a good university course would.

創建者 Seyyed M

Sep 28, 2019

To have the best performance in the course, read the related textbook sections at the beginning of each week.

創建者 Anmar

Apr 15, 2020

Simple and straight to the point. Great course for understanding the fundamentals of reinforcement learning.

創建者 Justin S

Oct 06, 2019

Great class! Learned a lot with two really fun and enthusiastic professors. Looking forward to the next one.

創建者 Ivan M

Jul 11, 2020

That is awesome! The most interesting area of knowledge & engineering, the top quality education material!

創建者 Selvaraj M

Apr 25, 2020

Very well organized and well thought videos, quiz and best of all coding assignment. Very impressive. A+++

創建者 Tong Z

Oct 04, 2019

Good course in coherence with the book by Sutton and Barto (2018)! Better than reading the book alone.

創建者 LIWANGZHI

Jan 05, 2020

A great introduction to RL. It provides ton of materials and makes everything clear at the same time.

創建者 S. K G P

May 01, 2020

It is a perfect, engaging and very information course. I thoroughly enjoyed it and learned a lot!!

創建者 Lik M C

Jan 02, 2020

It is a great course! The concepts are elaborated very clear. The materials are well prepared.

創建者 Christos P

Dec 11, 2019

Great reading material and videos. The assignments really help to better understand the theory.

創建者 Roberto M

Mar 26, 2020

I really appreciated the course. Explanations are very clear and the material is well thought.

創建者 Sergio Z P

Apr 09, 2020

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

創建者 BARTŁOMIEJ D B

Apr 18, 2020

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

創建者 Wang G

Oct 09, 2019

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

創建者 John H

Sep 18, 2019

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

創建者 Sirusala N S

Jul 04, 2020

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