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学生对 阿尔伯塔大学 提供的 Fundamentals of Reinforcement Learning 的评价和反馈

4.8
2,384 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

AT

Jul 6, 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

Apr 7, 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 - Fundamentals of Reinforcement Learning 的 425 个评论(共 568 个)

创建者 Billel M

Jul 17, 2020

it's a good course i loved it

创建者 Abubakr B

Sep 3, 2019

Very engaging and informative

创建者 Kavindra S

May 21, 2020

Good explanations with Maths

创建者 Steven B

May 8, 2021

Thanks..The learning is fun

创建者 UBALDO B

Feb 10, 2021

well-organized course !!!!!

创建者 Akram Y

Jun 18, 2020

Nice and informative course

创建者 Wong H S

Jul 3, 2020

Really good course content

创建者 Andrew D G

Aug 24, 2019

A really excellent course!

创建者 Shaji, N

Aug 13, 2019

It is the perfect course.

创建者 Olga W

Jul 23, 2020

Very good for developers

创建者 Steven H

Jun 23, 2020

Excellent course on RL!

创建者 Payam M

Nov 17, 2019

I learned a lot! Thanks

创建者 Ashish S

Sep 7, 2019

learned a lot, thanks !

创建者 Sergey M

Oct 12, 2021

Well organized course!

创建者 Aswin R S

May 1, 2020

Good introdution to RL

创建者 王珅祎

Mar 2, 2020

It's worth to learn it

创建者 Baorui W

May 24, 2020

it's really practical

创建者 Marvin F

Aug 3, 2019

Good introduction :-)

创建者 Fabrice L

Nov 14, 2020

Very well explained.

创建者 Hamora H

Aug 12, 2020

Very Good for me :)!

创建者 송준영

Apr 14, 2020

thx for good lecture

创建者 Vajra G

Apr 1, 2020

The best RL course!

创建者 Xiang C

Apr 28, 2021

Excellent Course.

创建者 Julio E F

Jun 20, 2020

Nice introduction

创建者 Quirin D

Jan 31, 2020

Excellent course!