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

2,405 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!


501 - Fundamentals of Reinforcement Learning 的 525 个评论(共 578 个)

创建者 Ulf Ä

Jan 3, 2021

创建者 Christian J R F

Apr 1, 2020

创建者 Narendra G

Jun 5, 2020

创建者 Nils S

Oct 29, 2020

创建者 Nathaniel W

Aug 25, 2020

创建者 David S

Sep 27, 2019

创建者 Muhammed A Ç

Jul 15, 2021

创建者 Naresh T

Mar 28, 2020

创建者 aysegul

Jun 9, 2021

创建者 Romesh M P

May 21, 2020

创建者 Jo K

Jan 29, 2021

创建者 Marcello M

Aug 13, 2020

创建者 Mahmmoud M

Sep 29, 2019

创建者 Prakhar J

Aug 28, 2020

创建者 krishna c

Dec 31, 2020

创建者 Ramakrishnan.K

Jun 21, 2020

创建者 Slav K

Jan 4, 2021

创建者 Petru R

Jan 20, 2021


Sep 9, 2020

创建者 Matthew C

Aug 24, 2019

创建者 Mark C

Sep 27, 2021

创建者 Muhammad U S

Oct 11, 2020

创建者 Matthew W

Jul 17, 2021

创建者 parham M

Jul 6, 2020

创建者 Christopher C

Sep 8, 2019