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返回到 Fundamentals of Reinforcement Learning

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

4.8
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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：

501 - Fundamentals of Reinforcement Learning 的 525 个评论（共 688 个）

创建者 Jardell S

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Dec 22, 2022

Excellent course.

创建者 Xiang C

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Apr 28, 2021

Excellent Course.

创建者 Julio E F

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Jun 20, 2020

Nice introduction

创建者 Quirin D

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Jan 31, 2020

Excellent course!

创建者 abdul w

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Jun 19, 2021

great experience

创建者 Carl O S

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Apr 11, 2020

Excellent course

创建者 Amey M M

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Jan 31, 2020

Very Good Course

创建者 Md. O H

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Aug 13, 2019

Excellent course

创建者 Barno B

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Dec 30, 2023

Learned a lot .

创建者 Venkat k

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Jan 13, 2022

I enjoy the RL

创建者 wsylovezx

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Dec 31, 2024

top tier class

创建者 John P

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Apr 21, 2021

Great course.

创建者 Artur M

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Jul 28, 2020

Great course!

创建者 Anna P

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Jun 19, 2020

Great course!

创建者 Prajwal T

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Mar 29, 2020

very engaging

创建者 PRASHANT K R

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Jan 11, 2020

It's awesome!

创建者 Atamert A

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Nov 16, 2019

Great course!

创建者 dariojavo

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Nov 9, 2019

Great course!

创建者 Nikhil G

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Oct 30, 2019

Great course!

创建者 Sachin U

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Sep 14, 2019

Great course.

创建者 吴其恒

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Nov 16, 2024

Good course!

创建者 Naca “

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May 24, 2023

Great course

创建者 Hu N (

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Mar 26, 2022

great course

创建者 obadan s

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Jul 8, 2020

GREAT COURSE

创建者 Ben - C L Y

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Jun 30, 2020

Great intro!