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
2,405 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:

326 - Fundamentals of Reinforcement Learning 的 350 个评论(共 578 个)

创建者 Mr. D S J D P

Jun 5, 2020

创建者 Ruosen L

Apr 2, 2020

创建者 Turgay P

Jul 27, 2020

创建者 alex x

May 21, 2020

创建者 CIRIELLO V

Feb 16, 2022

创建者 Qasid S

Sep 27, 2020

创建者 Jicheng F

Jul 11, 2020

创建者 Chanon K

Jun 28, 2020

创建者 Adarsh

May 16, 2020

创建者 Pradyumna M

Apr 3, 2020

创建者 Oleksandr M

Oct 6, 2019

创建者 Garrett S

Aug 10, 2019

创建者 Sergio B

May 22, 2020

创建者 Da

Oct 30, 2019

创建者 Chang, W C

Oct 24, 2019

创建者 Dindar Ö

Mar 14, 2022

创建者 Mark H

Feb 6, 2022

创建者 Marcelo G P d L

Jun 25, 2021

创建者 Ignacio O

Aug 22, 2019

创建者 Trevor M

Aug 28, 2019

创建者 Ricardo P

Sep 13, 2021

创建者 Salomon T

Jul 12, 2020

创建者 Antonio P

Nov 11, 2019

创建者 Gyanendra D

Dec 11, 2020

创建者 Chirag M

Nov 5, 2020