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返回到 Fundamentals of Reinforcement Learning

学生对 University of Alberta 提供的 Fundamentals of Reinforcement Learning 的评价和反馈

4.8
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2,886 个评分

课程概述

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....

热门审阅

MN

Apr 11, 2024

The concepts may sound confusing in the beginning, but as you go forward you find it interesting and understanding. I suggest you completely read the reading assignments before watching the videos.

KS

Sep 1, 2019

All the concepts were well explained and this course was perhaps the best I have found for RL.Great efforts have been put into making the course and It goes well in line with the suggested textbook.

筛选依据：

451 - Fundamentals of Reinforcement Learning 的 475 个评论（共 688 个）

创建者 Areej M Z

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Apr 11, 2020

Very useful and well explained course

创建者 Alain C

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Jul 10, 2023

Excellent course and reference book.

创建者 Josep M P

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Oct 2, 2020

Very usefull and interesting course!

创建者 rory1000

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Nov 12, 2022

Very interesting and well explained

创建者 shailesh k

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Apr 5, 2020

Very well explained, learned a lot.

创建者 Sohail R

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Oct 7, 2019

A wonderful introduction, very fun!

创建者 Renato C M C

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Aug 12, 2023

Muito Obrigado Coursera e Alberta!

创建者 Kiruba K

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Jan 10, 2023

Thanks for this wonderful course.

创建者 sertaç c

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Apr 3, 2021

great course, amazing instructors

创建者 Han-Chung L

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Aug 2, 2020

Detailed but challenging course.

创建者 Stewart A

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Aug 30, 2019

Great course from the home of RL

创建者 陆云卓

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Sep 18, 2024

非常详细易懂，代码题目也很能帮助理解算法。完全配套教材。很喜欢

创建者 Yuri Z

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Mar 31, 2024

Very detailed and clear course!

创建者 Yanhao Z

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Mar 19, 2020

This is a perfect introduction!

创建者 Mats d k

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Mar 12, 2020

Good course, not for beginners!

创建者 Mohammad P A

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Jul 23, 2023

Great tome learning RL, thanks

创建者 kingjs

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Sep 6, 2022

very good learning experience

创建者 Daniel S

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Jan 16, 2022

Top course and top university!

创建者 Yingtian H

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May 22, 2021

An absolutely must take course

创建者 Stephan B

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May 4, 2022

Very good introduction in RL.

创建者 Claude F

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Feb 2, 2021

Super videos and great pracs.

创建者 Billel M

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Jul 16, 2020

it's a good course i loved it

创建者 Abubakr H

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Sep 3, 2019

Very engaging and informative

创建者 Kavindra S

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May 21, 2020

Good explanations with Maths

创建者 Steven B

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May 8, 2021

Thanks..The learning is fun