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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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477 reseña

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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251 - 275 de 472 revisiones para Fundamentals of Reinforcement Learning

por Jorge S M L

29 de jul. de 2020

A very complete course, which covers the mathematical background well

por Swakshar D

15 de abr. de 2020

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

por KYUNGHANKYEOL

5 de nov. de 2019

Nice programming assignments. They make me understand really better.

por Pranjalya T

15 de jun. de 2020

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

por DEEP P

8 de jul. de 2020

Great learning Experience and really helpful lecturers and staff.

por Alexander P

29 de sep. de 2019

Nice introduction into RL with good practical examples in Python.

por Pawel P

7 de ago. de 2019

I've enjoyed it. It pushes me to do stuff and not to cut corners.

por Anfernee

21 de ago. de 2020

A great introduction to RL for people who have little background

por Jhonny I C O

9 de dic. de 2019

Last week of this course was nice, great programming assignment.

por Markus S

10 de nov. de 2020

Great course, but the online programming tool used really sucks

por Cristian T

26 de oct. de 2020

Great content, nicely presented! The included book also helps.

por Volodymyr F

26 de mar. de 2020

A perfect introductory course into Reinforcement Learning topic

por Yong C

31 de oct. de 2019

It's good to learn about reinforcement learning in fundamental

por Francois L

18 de nov. de 2020

Excellent, it makes the book so much more easy to understand!

por Francesco M

4 de ago. de 2020

Extremely good: a stellar course for beginners in this field!

por Tanay G

19 de jul. de 2020

Really liked the way material was presented and learned a lot

por Anubhav T

9 de may. de 2020

Excellent course to get introduced to Reinforcement Learning

por Hao J ( L

4 de may. de 2020

Awesome! Clear instruction with interesting coding example!

por Joost G

26 de mar. de 2020

Interesting lectures and good quizzes+programming exercises.

por Marius L

5 de sep. de 2019

Engaging, challenging, and the math was just doable. Thanks.

por Mr. D S J D P

5 de jun. de 2020

I struggled in programming part , but a very efficient tool

por Ruosen L

2 de abr. de 2020

Spent tooooooo much time on reading materials than imagine.

por Turgay P

27 de jul. de 2020

Great videos and an e-book to learn the fundamentals of RL

por alex x

21 de may. de 2020

Very good course, hope there will be more course like this

por Qasid S

27 de sep. de 2020

A well-organized introduction for Reinforcement Learning.