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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
1,321 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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226 - Fundamentals of Reinforcement Learning 的 250 個評論(共 338 個)

創建者 Raul D M

Nov 13, 2019

One of the best courses I've had on Coursera

創建者 Holakou R

Dec 11, 2019

Fairly comprehensive. Easy/fast to follow.

創建者 Pachi C

Nov 03, 2019

Fantastic course in the fundamentals of RL

創建者 Abhijeet A

Nov 09, 2019

Really good course, and not for beginner.

創建者 Hennie d H

Sep 10, 2019

Really nice and clear course, love it :)

創建者 Manikant R

Jul 26, 2020

Great course, instructors are too good!

創建者 汤皓玥

May 27, 2020

Very Nice and Fundamental course in MDP

創建者 Carlos E A C

Nov 08, 2019

an excellent introductory course to RL

創建者 Po-Ya H

Jun 15, 2020

Great course to learn RL fundamentals

創建者 Javi

Apr 23, 2020

Very good introduction to this field!

創建者 Areej M Z

Apr 12, 2020

Very useful and well explained course

創建者 shailesh k

Apr 05, 2020

Very well explained, learned a lot.

創建者 Sohail

Oct 07, 2019

A wonderful introduction, very fun!

創建者 Han L

Aug 03, 2020

Detailed but challenging course.

創建者 Stewart A

Aug 31, 2019

Great course from the home of RL

創建者 Yanhao Z

Mar 20, 2020

This is a perfect introduction!

創建者 Mattheüs d K

Mar 12, 2020

Good course, not for beginners!

創建者 billel m

Jul 17, 2020

it's a good course i loved it

創建者 Abubakr B

Sep 03, 2019

Very engaging and informative

創建者 kavindra s

May 21, 2020

Good explanations with Maths

創建者 Akram Y

Jun 18, 2020

Nice and informative course

創建者 Hao S

Jul 03, 2020

Really good course content

創建者 Andrew D G

Aug 24, 2019

A really excellent course!

創建者 Shaji, N

Aug 13, 2019

It is the perfect course.

創建者 Olga W

Jul 23, 2020

Very good for developers