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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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342 revisiones

Acerca del Curso

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 revisiones

AT

Jul 07, 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.

NH

Apr 08, 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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151 - 175 de 340 revisiones para Fundamentals of Reinforcement Learning

por Rohan S

Aug 07, 2020

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

por Sirusala N S

Jul 04, 2020

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

por Hamed H

May 18, 2020

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

por Tejas H V K

Aug 05, 2020

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

por Anubhab G

Jan 09, 2020

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

por Rony A

Jun 21, 2020

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

por Siddharth Y

Mar 22, 2020

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

por Xunzhao Y

Nov 07, 2019

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

por Thiru T N B

Oct 13, 2019

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

por Joaquin T

Jan 24, 2020

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

por Lee, J

Jan 23, 2020

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

por Roger G H M

Jun 27, 2020

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

por Isuru S A

Oct 07, 2019

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

por Shangyu Y

Sep 20, 2019

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

por Babak B

Nov 13, 2019

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

por amanjot k

May 18, 2020

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

por Tomasz M

Jan 06, 2020

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

Thanks guys.

por Umut Z

Nov 23, 2019

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

por Opas S

Jul 02, 2020

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

por YUAN D

Nov 05, 2019

Clearly explained! Highly organized! Abundant Rewards!

Thank you so much!!!

por Sugun S

Jun 08, 2020

Beautiful insights into the Basics of Reinforcement Learning techniques.

por Art H

Apr 08, 2020

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

por John J

Apr 05, 2020

This is the best fundamental course available on reinforcement learning.

por Jay U

Jan 19, 2020

Very well designed course on the fundamentals of reinforcement learning.

por Enrique A

Dec 21, 2019

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