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:

226 - Fundamentals of Reinforcement Learning 的 250 个评论(共 577 个)

创建者 LIWANGZHI

Jan 5, 2020

创建者 Louis H

Feb 23, 2021

创建者 RANASINGHE A T S

Jun 27, 2021

创建者 Michel D

Dec 13, 2020

创建者 S. K G P

May 1, 2020

创建者 Omer A

Aug 15, 2022

创建者 shivansh n

Sep 21, 2020

创建者 MIN H H _

Sep 4, 2020

创建者 Lik M C

Jan 2, 2020

创建者 Christos P

Dec 11, 2019

创建者 SARVESH P

May 2, 2021

创建者 Bhavya G G

Apr 14, 2021

创建者 Roberto M

Mar 26, 2020

创建者 Prachi S

Feb 2, 2021

创建者 Edwin N P P

May 15, 2021

创建者 Thomas N

Aug 28, 2020

创建者 Sergio Z P

Apr 9, 2020

创建者 Zhongzhu Z

Aug 20, 2021

创建者 Weei D

Oct 19, 2020

创建者 Bartłomiej B

Apr 18, 2020

创建者 Wang G

Oct 9, 2019

创建者 John H

Sep 17, 2019

创建者 Eyal I

Jan 14, 2021

创建者 Rohan S

Aug 7, 2020

创建者 Amit P

Aug 24, 2022