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Вернуться к Fundamentals of Reinforcement Learning

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

Оценки: 2,381

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


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.


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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376–400 из 568 отзывов о курсе Fundamentals of Reinforcement Learning

автор: Gösta F

21 сент. 2021 г.

Nice balance between reading and lectures

автор: Vahid G

27 июня 2021 г.

Fantastic Course! Thanks Martha and Adam!

автор: Lei Z

21 окт. 2020 г.

Get a lot useful knowledge, thanks a lot!

автор: Abhijeet A

8 нояб. 2019 г.

Really good course, and not for beginner.

автор: MD M R S

1 янв. 2021 г.

Makes Sutton and Bartos book great again

автор: Hennie d H

10 сент. 2019 г.

Really nice and clear course, love it :)

автор: Samuel R

17 авг. 2020 г.

Requires medium/high programming skills

автор: Manikant R

26 июля 2020 г.

Great course, instructors are too good!

автор: 汤皓玥

26 мая 2020 г.

Very Nice and Fundamental course in MDP

автор: Carlos E A C

8 нояб. 2019 г.

an excellent introductory course to RL

автор: Po-Ya H

15 июня 2020 г.

Great course to learn RL fundamentals

автор: Javier R

23 апр. 2020 г.

Very good introduction to this field!

автор: Areej M Z

11 апр. 2020 г.

Very useful and well explained course

автор: Josep M P

2 окт. 2020 г.

Very usefull and interesting course!

автор: shailesh k

5 апр. 2020 г.

Very well explained, learned a lot.

автор: Sohail R

7 окт. 2019 г.

A wonderful introduction, very fun!

автор: sertaç c

3 апр. 2021 г.

great course, amazing instructors

автор: Han-Chung L

3 авг. 2020 г.

Detailed but challenging course.

автор: Stewart A

30 авг. 2019 г.

Great course from the home of RL

автор: Yanhao Z

19 мар. 2020 г.

This is a perfect introduction!

автор: Mattheus d k

12 мар. 2020 г.

Good course, not for beginners!

автор: Daniel S

16 янв. 2022 г.

Top course and top university!

автор: Yingtian H

22 мая 2021 г.

An absolutely must take course

автор: Stephan B

4 мая 2022 г.

Very good introduction in RL.

автор: Claude F

2 февр. 2021 г.

Super videos and great pracs.