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Вернуться к Fundamentals of Reinforcement Learning

Отзывы учащихся о курсе Fundamentals of Reinforcement Learning от партнера Альбертский университет

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Оценки: 2,384

О курсе

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....

Лучшие рецензии

AT

6 июля 2020 г.

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.

HT

7 апр. 2020 г.

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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301–325 из 569 отзывов о курсе Fundamentals of Reinforcement Learning

автор: Farzad E b

17 июля 2022 г.

I honestly think it was one of the best course I've ever enrolled.

автор: DEEP P

8 июля 2020 г.

Great learning Experience and really helpful lecturers and staff.

автор: Alexander P

29 сент. 2019 г.

Nice introduction into RL with good practical examples in Python.

автор: Pawel P

7 авг. 2019 г.

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

автор: Anfernee

21 авг. 2020 г.

A great introduction to RL for people who have little background

автор: Jhonny I C O

9 дек. 2019 г.

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

автор: Markus S

10 нояб. 2020 г.

Great course, but the online programming tool used really sucks

автор: Cristian T

26 окт. 2020 г.

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

автор: Volodymyr F

26 мар. 2020 г.

A perfect introductory course into Reinforcement Learning topic

автор: Ba L

26 июля 2021 г.

The best introduction into the world of Reinforcement Learning

автор: khuongnd6

18 июля 2021 г.

It is a great course to start learning reinforcement learning!

автор: Yong C

31 окт. 2019 г.

It's good to learn about reinforcement learning in fundamental

автор: Francois L

18 нояб. 2020 г.

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

автор: Francesco M

4 авг. 2020 г.

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

автор: Tanay G

19 июля 2020 г.

Really liked the way material was presented and learned a lot

автор: Michel H

13 июня 2022 г.

Awesome Course. Follows the great Sutton Book . Recommended!

автор: Kunal S

10 окт. 2021 г.

Great course. The quizzes and assignments were also perfect.

автор: Anubhav T

9 мая 2020 г.

Excellent course to get introduced to Reinforcement Learning

автор: Max L

4 мая 2020 г.

Awesome! Clear instruction with interesting coding example!

автор: Joost G

26 мар. 2020 г.

Interesting lectures and good quizzes+programming exercises.

автор: Marius L

5 сент. 2019 г.

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

автор: Mr. D S J D P

5 июня 2020 г.

I struggled in programming part , but a very efficient tool

автор: Ruosen L

2 апр. 2020 г.

Spent tooooooo much time on reading materials than imagine.

автор: Turgay P

27 июля 2020 г.

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

автор: alex x

21 мая 2020 г.

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