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Вернуться к Fundamentals of Reinforcement Learning

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

4.8
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Оценки: 2,214
Рецензии: 540

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!

Фильтр по:

251–275 из 542 отзывов о курсе Fundamentals of Reinforcement Learning

автор: Siddharth Y

22 мар. 2020 г.

Very good introduction to the world of reinforcement learning. Highly recommended.

автор: Xunzhao Y

7 нояб. 2019 г.

The class is quite well organized. Instruction is clear and textbook is excellent.

автор: Nadarasar B

12 окт. 2019 г.

Awesome course which drills in the fundamental concepts of reinforcement learning.

автор: Johannes

6 сент. 2021 г.

Very well-structured course with great practical exercises and challenging tests.

автор: Joaquin T

24 янв. 2020 г.

Extremely easy to follow, yet full of information. The book is a fabulous bonus.

автор: Jaeyoung L

22 янв. 2020 г.

Very understandable explaination! I was able to understand the fundamental of RL.

автор: Prince J

22 дек. 2020 г.

The exercises are challenging but the explanations are good and I learned a lot!

автор: Roger G H M

26 июня 2020 г.

I really liked the course. Very complete and the assignments were comprehensive.

автор: Varun K R K

15 мая 2021 г.

I highly recommend joining this entire specialization, not just this one course

автор: Jairo A J F

10 мар. 2021 г.

I think this is a great introductory course! Thank you so much instructors! =)

автор: ANUGULA R N A

16 окт. 2020 г.

very useful for the begginer of RL Learners which consists concrete foundations

автор: Isuru S A

6 окт. 2019 г.

Superb explanation & also give the deep knowledge in math behind the theories.

автор: Shangyu Y

19 сент. 2019 г.

Really impressive! These courses are pretty good and were illustrated in detail

автор: Henry H

24 июня 2021 г.

Creates a strong foundation for RL, looking forward to the rest of the course.

автор: Babak B

13 нояб. 2019 г.

It provides a great introduction to RL and fundamental concepts in this area.

автор: JERSON S S

23 окт. 2020 г.

Excellent course. Really helped me to get started on Reinforcement Learning.

автор: amanjot k

18 мая 2020 г.

This course covers the core concepts in a detailed and comprehensive manner.

автор: Tomasz M

6 янв. 2020 г.

Great course, created with passion and respect for the students!

Thanks guys.

автор: Mathïs F

12 дек. 2020 г.

A very nice in depth introduction to the basics of reinforcement learning !

автор: Umut Z

23 нояб. 2019 г.

Great content and instructors. Could use some more programming assignments.

автор: Max R

17 сент. 2020 г.

Great fundamental course, although it requires a good grasp on mathematics

автор: Opas S

2 июля 2020 г.

Great course. Provide the book that can use during learning in the course.

автор: YUAN D

4 нояб. 2019 г.

Clearly explained! Highly organized! Abundant Rewards!

Thank you so much!!!

автор: Helani W

28 сент. 2020 г.

Great course to follow!

Really valuable content with a great explanation!

автор: Sugun S

8 июня 2020 г.

Beautiful insights into the Basics of Reinforcement Learning techniques.