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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
1,350 個評分
344 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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251 - Fundamentals of Reinforcement Learning 的 275 個評論(共 344 個)

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

創建者 Steven H

Jun 23, 2020

Excellent course on RL!

創建者 Payam M

Nov 17, 2019

I learned a lot! Thanks

創建者 Ashish S

Sep 07, 2019

learned a lot, thanks !

創建者 Aswin R S

May 01, 2020

Good introdution to RL

創建者 王珅祎

Mar 02, 2020

It's worth to learn it

創建者 Baorui W

May 24, 2020

it's really practical

創建者 Marvin F

Aug 03, 2019

Good introduction :-)

創建者 Hamora H

Aug 13, 2020

Very Good for me :)!

創建者 송준영

Apr 14, 2020

thx for good lecture

創建者 Vajra G

Apr 01, 2020

The best RL course!

創建者 Julio E F

Jun 20, 2020

Nice introduction

創建者 Quirin D

Jan 31, 2020

Excellent course!

創建者 Carl O S

Apr 11, 2020

Excellent course

創建者 Amey M M

Feb 01, 2020

Very Good Course

創建者 Md O H

Aug 13, 2019

Excellent course

創建者 Artur M

Jul 28, 2020

Great course!

創建者 Anna P

Jun 19, 2020

Great course!

創建者 Prajwal T

Mar 29, 2020

very engaging

創建者 PRASHANT K R

Jan 11, 2020

It's awesome!

創建者 Atamert A

Nov 17, 2019

Great course!

創建者 Dario J G P

Nov 10, 2019

Great course!