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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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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 reseñas

AT
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.

NH
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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351 - 375 de 512 revisiones para Fundamentals of Reinforcement Learning

por Carlos E A C

8 de nov. de 2019

an excellent introductory course to RL

por Po-Ya H

15 de jun. de 2020

Great course to learn RL fundamentals

por Javier R

23 de abr. de 2020

Very good introduction to this field!

por Areej M Z

11 de abr. de 2020

Very useful and well explained course

por Josep M P

2 de oct. de 2020

Very usefull and interesting course!

por shailesh k

5 de abr. de 2020

Very well explained, learned a lot.

por Sohail

7 de oct. de 2019

A wonderful introduction, very fun!

por Sertaç C

3 de abr. de 2021

great course, amazing instructors

por Han-Chung L

3 de ago. de 2020

Detailed but challenging course.

por Stewart A

30 de ago. de 2019

Great course from the home of RL

por Yanhao Z

19 de mar. de 2020

This is a perfect introduction!

por Mattheus d k

12 de mar. de 2020

Good course, not for beginners!

por Yingtian H

22 de may. de 2021

An absolutely must take course

por Claude F

2 de feb. de 2021

Super videos and great pracs.

por billel m

17 de jul. de 2020

it's a good course i loved it

por Abubakr B

3 de sep. de 2019

Very engaging and informative

por kavindra s

21 de may. de 2020

Good explanations with Maths

por Steven B

8 de may. de 2021

Thanks..The learning is fun

por UBALDO B

10 de feb. de 2021

well-organized course !!!!!

por Akram Y

18 de jun. de 2020

Nice and informative course

por Wong H S

3 de jul. de 2020

Really good course content

por Andrew D G

24 de ago. de 2019

A really excellent course!

por Shaji, N

13 de ago. de 2019

It is the perfect course.

por Olga W

23 de jul. de 2020

Very good for developers

por Steven H

23 de jun. de 2020

Excellent course on RL!