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学生对 University of Alberta 提供的 Fundamentals of Reinforcement Learning 的评价和反馈

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2,886 个评分

课程概述

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....

热门审阅

MN

Apr 11, 2024

The concepts may sound confusing in the beginning, but as you go forward you find it interesting and understanding. I suggest you completely read the reading assignments before watching the videos.

KS

Sep 1, 2019

All the concepts were well explained and this course was perhaps the best I have found for RL.Great efforts have been put into making the course and It goes well in line with the suggested textbook.

筛选依据：

526 - Fundamentals of Reinforcement Learning 的 550 个评论（共 688 个）

创建者 Fintan K

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Jun 27, 2020

Great course

创建者 Liuhui D

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Oct 11, 2019

Nice lecture

创建者 Ruiwen W

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Oct 11, 2020

Very clear!

创建者 Noah

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Apr 21, 2020

good course

创建者 JAYSEN M

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Oct 7, 2022

Excellent

创建者 Oriol A L

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Nov 4, 2020

Very good!

创建者 Oren Z B M

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Mar 22, 2020

Thank you.

创建者 Syed H N S

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Apr 28, 2025

very good

创建者 Nithiroj T

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Dec 27, 2021

Very good

创建者 BRIGHTON S U

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May 15, 2021

Very nice

创建者 Justin O

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Mar 24, 2021

Fantastic

创建者 김경래

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Dec 3, 2022

Perfect!

创建者 Alexander K

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Nov 6, 2019

loved it

创建者 Puyuan L

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Jan 24, 2020

not bad

创建者 Tal G

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Aug 19, 2024

Great!

创建者 최홍석

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Apr 18, 2020

great!

创建者 Tobias S

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Sep 8, 2019

Great!

创建者 shamma

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Apr 14, 2025

great

创建者 JingZeng X

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Sep 24, 2020

Good!

创建者 Yetao W

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Apr 23, 2020

Good!

创建者 Sadeen h

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Dec 26, 2024

good

创建者 Nguyen V T

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Nov 2, 2023

nice

创建者 邓杰强

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Sep 13, 2023

good

创建者 Zhiming Z

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Nov 9, 2021

good

创建者 Yatin T

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Apr 11, 2020

Nice