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

2,098 calificaciones
522 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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276 - 300 de 523 revisiones para Fundamentals of Reinforcement Learning

por BC

14 de may. de 2020

Excellent course, highly recommended to gain a solid foundation in RL.

por Mathis V E

13 de ene. de 2020

Good course, very clear introduction to relatively difficult concepts.

por Chad R

16 de dic. de 2019

great course. follows a good RL textbook that covers the fundamentals

por Wei J

16 de sep. de 2020

It is very useful and interesting for me to learn RL basic knowledge.

por Jorge S M L

29 de jul. de 2020

A very complete course, which covers the mathematical background well

por Dariel P R

1 de ago. de 2021

F​ast and practical going through reiforcement learning. Excellent!!

por swakshar D

15 de abr. de 2020

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

por Hankyeol K

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 Ba L

26 de jul. de 2021

The best introduction into the world of Reinforcement Learning

por khuongnd6

18 de jul. de 2021

It is a great course to start learning reinforcement learning!

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!