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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
2,385 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!

筛选依据:

376 - Fundamentals of Reinforcement Learning 的 400 个评论(共 569 个)

创建者 Pachi C

Nov 3, 2019

Fantastic course in the fundamentals of RL

创建者 Gösta F

Sep 21, 2021

Nice balance between reading and lectures

创建者 Vahid G

Jun 27, 2021

Fantastic Course! Thanks Martha and Adam!

创建者 Lei Z

Oct 21, 2020

Get a lot useful knowledge, thanks a lot!

创建者 Abhijeet A

Nov 8, 2019

Really good course, and not for beginner.

创建者 MD M R S

Jan 1, 2021

Makes Sutton and Bartos book great again

创建者 Hennie d H

Sep 10, 2019

Really nice and clear course, love it :)

创建者 Samuel R

Aug 17, 2020

Requires medium/high programming skills

创建者 Manikant R

Jul 26, 2020

Great course, instructors are too good!

创建者 汤皓玥

May 26, 2020

Very Nice and Fundamental course in MDP

创建者 Carlos E A C

Nov 8, 2019

an excellent introductory course to RL

创建者 Po-Ya H

Jun 15, 2020

Great course to learn RL fundamentals

创建者 Javier R

Apr 23, 2020

Very good introduction to this field!

创建者 Areej M Z

Apr 11, 2020

Very useful and well explained course

创建者 Josep M P

Oct 2, 2020

Very usefull and interesting course!

创建者 shailesh k

Apr 5, 2020

Very well explained, learned a lot.

创建者 Sohail R

Oct 7, 2019

A wonderful introduction, very fun!

创建者 sertaç c

Apr 3, 2021

great course, amazing instructors

创建者 Han-Chung L

Aug 3, 2020

Detailed but challenging course.

创建者 Stewart A

Aug 30, 2019

Great course from the home of RL

创建者 Yanhao Z

Mar 19, 2020

This is a perfect introduction!

创建者 Mattheus d k

Mar 12, 2020

Good course, not for beginners!

创建者 Daniel S

Jan 16, 2022

Top course and top university!

创建者 Yingtian H

May 22, 2021

An absolutely must take course

创建者 Stephan B

May 4, 2022

Very good introduction in RL.