Chevron Left
Retour à Fundamentals of Reinforcement Learning

Avis et commentaires pour d'étudiants pour Fundamentals of Reinforcement Learning par Université de l'Alberta

2,384 évaluations

À propos du cours

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....

Meilleurs avis


6 juil. 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.


7 avr. 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!

Filtrer par :

276 - 300 sur 569 Avis pour Fundamentals of Reinforcement Learning


23 oct. 2020

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

par amanjot k

18 mai 2020

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

par Tomasz M

6 janv. 2020

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

Thanks guys.

par Mathïs F

12 déc. 2020

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

par Umut Z

23 nov. 2019

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

par Max R

17 sept. 2020

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

par Opas S

2 juil. 2020

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

par YUAN D

4 nov. 2019

Clearly explained! Highly organized! Abundant Rewards!

Thank you so much!!!

par Helani W

28 sept. 2020

Great course to follow!

Really valuable content with a great explanation!

par Sugun S

8 juin 2020

Beautiful insights into the Basics of Reinforcement Learning techniques.

par Art H

8 avr. 2020

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

par John J

5 avr. 2020

This is the best fundamental course available on reinforcement learning.

par Jay U

19 janv. 2020

Very well designed course on the fundamentals of reinforcement learning.

par Enrique A

21 déc. 2019

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

par Linggih S

8 déc. 2019

challenging and fun. I understand better from the programming assignment

par Rui W

6 oct. 2020

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

par BC

14 mai 2020

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

par Mathis V E

13 janv. 2020

Good course, very clear introduction to relatively difficult concepts.

par Chad R

16 déc. 2019

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

par Wei J

16 sept. 2020

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

par Jorge S M L

29 juil. 2020

A very complete course, which covers the mathematical background well

par Dariel P R

1 août 2021

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

par swakshar D

15 avr. 2020

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

par Hankyeol K

5 nov. 2019

Nice programming assignments. They make me understand really better.

par Pranjalya T

15 juin 2020

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