Chevron Left
返回到 Fundamentals of Reinforcement Learning

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

4.8
2,404 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:

51 - Fundamentals of Reinforcement Learning 的 75 个评论(共 578 个)

创建者 ARTEM B

Oct 3, 2021

创建者 Mohamed S R I

Dec 22, 2019

创建者 Tianwen M

Feb 3, 2021

创建者 x y

Aug 19, 2020

创建者 Corey A

Mar 27, 2022

创建者 Yuri F

Sep 20, 2021

创建者 Jan Z

Aug 25, 2020

创建者 Karel V

Dec 16, 2019

创建者 李谨杰

Apr 25, 2020

创建者 Christian C

Aug 4, 2019

创建者 Justin S

Aug 23, 2019

创建者 Bhargav D P

Jun 20, 2020

创建者 La W N

Jul 1, 2020

创建者 Joosung M

Jun 2, 2020

创建者 Thomas G

Apr 1, 2020

创建者 Thong Q N

Feb 14, 2021

创建者 Silvio M

Jul 20, 2021

创建者 D. R

Dec 3, 2019

创建者 Nicolas L

Nov 20, 2019

创建者 Jesse W

May 9, 2020

创建者 Yanis C

Dec 28, 2020

创建者 MOUAFEK A

Apr 13, 2020

创建者 Luis G

Oct 25, 2019

创建者 Jing Z

Mar 24, 2020

创建者 Tom W

Nov 14, 2020