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Comentários e feedback de alunos de Fundamentals of Reinforcement Learning da instituição Universidade de AlbertaUniversidade de Alberta

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1,462 classificações
369 avaliações

Sobre o 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....

Melhores avaliações

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 369 Avaliações para o Fundamentals of Reinforcement Learning

por Ivan M

Jul 11, 2020

That is awesome! The most interesting area of knowledge & engineering, the top quality education material!

por Selvaraj M

Apr 25, 2020

Very well organized and well thought videos, quiz and best of all coding assignment. Very impressive. A+++

por Tong Z

Oct 04, 2019

Good course in coherence with the book by Sutton and Barto (2018)! Better than reading the book alone.

por LIWANGZHI

Jan 05, 2020

A great introduction to RL. It provides ton of materials and makes everything clear at the same time.

por S. K G P

May 01, 2020

It is a perfect, engaging and very information course. I thoroughly enjoyed it and learned a lot!!

por shivansh n

Sep 21, 2020

Its tougher than the other courses I have taken on ML and DL. Provides a solid foundation for RL

por Min H H

Sep 04, 2020

Very informative and challenging for beginners who are starting to learn Reinforcement Learning.

por Lik M C

Jan 02, 2020

It is a great course! The concepts are elaborated very clear. The materials are well prepared.

por Christos P

Dec 11, 2019

Great reading material and videos. The assignments really help to better understand the theory.

por Roberto M

Mar 26, 2020

I really appreciated the course. Explanations are very clear and the material is well thought.

por Thomas N

Aug 28, 2020

Really exceptionally clear - I had to battle through some of the math, but it was worth it.

por Sergio Z P

Apr 09, 2020

Very good course to learn, understand and apply the Fundamentals of Reinforcement Learning!

por BARTŁOMIEJ D B

Apr 18, 2020

Awesome course with a lot of interesting knowledge presented and a lot of its applications

por Wang G

Oct 09, 2019

Very detailed explanations in the foundations of RL. Thanks both lecturers and the staffs!

por John H

Sep 18, 2019

Very good, I suggest reading the text closely and doing exercises to get the most benefit.

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 Giancarlo P S

Sep 24, 2020

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

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.