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
2,179 個評分
532 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:

276 - Fundamentals of Reinforcement Learning 的 300 個評論(共 533 個)

創建者 Enrique A

2019年12月21日

Awesome. Concepts are easy-to-digest and the explanations are masterful!

創建者 Linggih S

2019年12月8日

challenging and fun. I understand better from the programming assignment

創建者 Rui W

2020年10月6日

great material and explanation. no brainer to take the rest all courses

創建者 BC

2020年5月14日

Excellent course, highly recommended to gain a solid foundation in RL.

創建者 Mathis V E

2020年1月13日

Good course, very clear introduction to relatively difficult concepts.

創建者 Chad R

2019年12月16日

great course. follows a good RL textbook that covers the fundamentals

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 Dariel P R

2021年8月1日

F​ast and practical going through reiforcement learning. Excellent!!

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 Hankyeol K

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 Ba L

2021年7月26日

The best introduction into the world of Reinforcement Learning

創建者 khuongnd6

2021年7月18日

It is a great course to start learning reinforcement learning!

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!