Chevron Left
返回到 Fundamentals of Reinforcement Learning

學生對 阿尔伯塔大学 提供的 Fundamentals of Reinforcement Learning 的評價和反饋

4.8
1,744 個評分
440 條評論

課程概述

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....

熱門審閱

AT
2020年7月6日

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.

NH
2020年4月7日

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!

篩選依據:

226 - Fundamentals of Reinforcement Learning 的 250 個評論(共 436 個)

創建者 Wei J

2020年9月16日

It is very useful and interesting for me to learn RL basic knowledge.

創建者 Jorge S M L

2020年7月29日

A very complete course, which covers the mathematical background well

創建者 swakshar D

2020年4月15日

this course is awesome. especially the quizzes they gave, are great.

創建者 KYUNGHANKYEOL

2019年11月5日

Nice programming assignments. They make me understand really better.

創建者 Pranjalya T

2020年6月15日

Wonderfully explained. Love the read first and then watch approach.

創建者 DEEP P

2020年7月8日

Great learning Experience and really helpful lecturers and staff.

創建者 Alexander P

2019年9月29日

Nice introduction into RL with good practical examples in Python.

創建者 Pawel P

2019年8月7日

I've enjoyed it. It pushes me to do stuff and not to cut corners.

創建者 Anfernee

2020年8月21日

A great introduction to RL for people who have little background

創建者 Jhonny I C O

2019年12月9日

Last week of this course was nice, great programming assignment.

創建者 Markus S

2020年11月10日

Great course, but the online programming tool used really sucks

創建者 Cristian T

2020年10月26日

Great content, nicely presented! The included book also helps.

創建者 Volodymyr F

2020年3月26日

A perfect introductory course into Reinforcement Learning topic

創建者 Yong C

2019年10月31日

It's good to learn about reinforcement learning in fundamental

創建者 Francois L

2020年11月18日

Excellent, it makes the book so much more easy to understand!

創建者 Francesco M

2020年8月4日

Extremely good: a stellar course for beginners in this field!

創建者 Tanay G

2020年7月19日

Really liked the way material was presented and learned a lot

創建者 Anubhav T

2020年5月9日

Excellent course to get introduced to Reinforcement Learning

創建者 Hao J ( L

2020年5月4日

Awesome! Clear instruction with interesting coding example!

創建者 Joost G

2020年3月26日

Interesting lectures and good quizzes+programming exercises.

創建者 Marius L

2019年9月5日

Engaging, challenging, and the math was just doable. Thanks.

創建者 Mr. D S J D P

2020年6月5日

I struggled in programming part , but a very efficient tool

創建者 Ruosen L

2020年4月2日

Spent tooooooo much time on reading materials than imagine.

創建者 Turgay P

2020年7月27日

Great videos and an e-book to learn the fundamentals of RL

創建者 alex x

2020年5月21日

Very good course, hope there will be more course like this