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

4.8
2,040 個評分
511 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....

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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!

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251 - Fundamentals of Reinforcement Learning 的 275 個評論(共 510 個)

創建者 Babak B

2019年11月13日

It provides a great introduction to RL and fundamental concepts in this area.

創建者 JERSON S S

2020年10月23日

Excellent course. Really helped me to get started on Reinforcement Learning.

創建者 amanjot k

2020年5月18日

This course covers the core concepts in a detailed and comprehensive manner.

創建者 Tomasz M

2020年1月6日

Great course, created with passion and respect for the students!

Thanks guys.

創建者 Mathïs F

2020年12月12日

A very nice in depth introduction to the basics of reinforcement learning !

創建者 Umut Z

2019年11月23日

Great content and instructors. Could use some more programming assignments.

創建者 Max R

2020年9月17日

Great fundamental course, although it requires a good grasp on mathematics

創建者 Opas S

2020年7月2日

Great course. Provide the book that can use during learning in the course.

創建者 YUAN D

2019年11月4日

Clearly explained! Highly organized! Abundant Rewards!

Thank you so much!!!

創建者 Helani W

2020年9月28日

Great course to follow!

Really valuable content with a great explanation!

創建者 Naimisha S

2020年6月8日

Beautiful insights into the Basics of Reinforcement Learning techniques.

創建者 Art H

2020年4月8日

Very good instructors. Relevant assignments. Follows the book closely.

創建者 John J

2020年4月5日

This is the best fundamental course available on reinforcement learning.

創建者 Jay U

2020年1月19日

Very well designed course on the fundamentals of reinforcement learning.

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 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.