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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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426 - Fundamentals of Reinforcement Learning 的 450 个评论(共 568 个)

创建者 abdul w

Jun 20, 2021

great experience

创建者 Carl O S

Apr 11, 2020

Excellent course

创建者 Amey M M

Feb 1, 2020

Very Good Course

创建者 Md. O H

Aug 13, 2019

Excellent course

创建者 Venkatkumar R

Jan 13, 2022

I​ enjoy the RL

创建者 John P

Apr 21, 2021

Great course.

创建者 Artur M

Jul 28, 2020

Great course!

创建者 Anna K

Jun 19, 2020

Great course!

创建者 Prajwal T

Mar 29, 2020

very engaging

创建者 PRASHANT K R

Jan 11, 2020

It's awesome!

创建者 Atamert A

Nov 16, 2019

Great course!

创建者 dariojavo

Nov 9, 2019

Great course!

创建者 Nikhil G

Oct 30, 2019

Great course!

创建者 Sachin U

Sep 14, 2019

Great course.

创建者 Hu Z

Mar 26, 2022

great course

创建者 obadan s

Jul 8, 2020

GREAT COURSE

创建者 Cheuk L Y

Jun 30, 2020

Great intro!

创建者 Fintan K

Jun 27, 2020

Great course

创建者 Liuhui D

Oct 11, 2019

Nice lecture

创建者 Ruiwen W

Oct 11, 2020

Very clear!

创建者 Noah

Apr 21, 2020

good course

创建者 Oriol A L

Nov 4, 2020

Very good!

创建者 Oren

Mar 22, 2020

Thank you.

创建者 Nithiroj T

Dec 27, 2021

Very good

创建者 BRIGHTON S U

May 16, 2021

Very nice