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

2,404 个评分


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....



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.


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!


301 - Fundamentals of Reinforcement Learning 的 325 个评论(共 577 个)

创建者 swakshar D

Apr 15, 2020

创建者 Hankyeol K

Nov 5, 2019

创建者 Pranjalya T

Jun 15, 2020

创建者 Farzad E b

Jul 17, 2022

创建者 DEEP P

Jul 8, 2020

创建者 Alexander P

Sep 29, 2019

创建者 Pawel P

Aug 7, 2019

创建者 Anfernee

Aug 21, 2020

创建者 Jhonny I C O

Dec 9, 2019

创建者 Markus S

Nov 10, 2020

创建者 Cristian T

Oct 26, 2020

创建者 Volodymyr F

Mar 26, 2020

创建者 Ba L

Jul 26, 2021

创建者 khuongnd6

Jul 18, 2021

创建者 Yong C

Oct 31, 2019

创建者 Francois L

Nov 18, 2020

创建者 Francesco M

Aug 4, 2020

创建者 Tanay G

Jul 19, 2020

创建者 Michel H

Jun 13, 2022

创建者 Kunal S

Oct 10, 2021

创建者 Anubhav T

May 9, 2020

创建者 Max L

May 4, 2020

创建者 Joost G

Mar 26, 2020

创建者 Marius L

Sep 5, 2019

创建者 Mr. D S J D P

Jun 5, 2020