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Opiniones y comentarios de aprendices correspondientes a Fundamentals of Reinforcement Learning por parte de Universidad de Alberta

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460 reseña

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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....

Principales reseñas

6 de jul. de 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 de abr. de 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!

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201 - 225 de 455 revisiones para Fundamentals of Reinforcement Learning

por Rohan S

7 de ago. de 2020

Really great course for all the beginners who want to learn about Reinforcement Learning.

por Jerry H

18 de nov. de 2020

Great introduction to Reinforcement Learning, interesting and covered a lot of material.

por Sirusala N S

4 de jul. de 2020

It is one of the best courses I have taken. The fundamentals were explained very well.

por Hamed H

18 de may. de 2020

it was so useful since the lectures were brief and useful and Homeworks were suitable.

por Tejas H V K

5 de ago. de 2020

Simple Enough for anyone to understand and apply the same to any real world scenario.

por Anubhab G

9 de ene. de 2020

A solid foundation for RL and great pedagogical explanations!!! Highly recommended!!

por Rony A

21 de jun. de 2020

Very good course for those who wants to learn some basis of reinforcement learning.

por Giancarlo P S

24 de sep. de 2020

The assignments let you implement the algorithms discussed in the book and videos.

por Siddharth Y

22 de mar. de 2020

Very good introduction to the world of reinforcement learning. Highly recommended.

por Xunzhao Y

7 de nov. de 2019

The class is quite well organized. Instruction is clear and textbook is excellent.

por Nadarasar B

12 de oct. de 2019

Awesome course which drills in the fundamental concepts of reinforcement learning.

por Joaquin T

24 de ene. de 2020

Extremely easy to follow, yet full of information. The book is a fabulous bonus.

por Jaeyoung L

22 de ene. de 2020

Very understandable explaination! I was able to understand the fundamental of RL.

por Prince J

22 de dic. de 2020

The exercises are challenging but the explanations are good and I learned a lot!

por Roger G H M

26 de jun. de 2020

I really liked the course. Very complete and the assignments were comprehensive.


16 de oct. de 2020

very useful for the begginer of RL Learners which consists concrete foundations

por Isuru S A

6 de oct. de 2019

Superb explanation & also give the deep knowledge in math behind the theories.

por Shangyu Y

19 de sep. de 2019

Really impressive! These courses are pretty good and were illustrated in detail

por Babak B

13 de nov. de 2019

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


23 de oct. de 2020

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

por amanjot k

18 de may. de 2020

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

por Tomasz M

6 de ene. de 2020

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

Thanks guys.

por Mathïs F

12 de dic. de 2020

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

por Umut Z

23 de nov. de 2019

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

por Max R

17 de sep. de 2020

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