Chevron Left
返回到 Fundamentals of Reinforcement Learning

学生对 阿尔伯塔大学 提供的 Fundamentals of Reinforcement Learning 的评价和反馈

4.8
2,470 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

AT

Jul 6, 2020

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

Apr 7, 2020

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!

筛选依据:

101 - Fundamentals of Reinforcement Learning 的 125 个评论(共 588 个)

创建者 Dan N

Oct 22, 2021

创建者 Manuel

Jul 22, 2020

创建者 Stefan K

Dec 4, 2020

创建者 Steven W

May 11, 2021

创建者 Damian K

Sep 1, 2019

创建者 Vedant D

Oct 29, 2020

创建者 MIN-CHUN W

May 31, 2020

创建者 Naveen M N S

Sep 9, 2019

创建者 Surya K

Apr 5, 2020

创建者 Ola D

Apr 13, 2022

创建者 Sharath K

Jun 20, 2021

创建者 LI C Y

May 2, 2022

创建者 Nilesh A

Feb 22, 2022

创建者 Juan P V H

Feb 28, 2021

创建者 Feng T

Nov 18, 2022

创建者 William R

Jun 6, 2022

创建者 Ismael E

Mar 29, 2021

创建者 Andrew S

Aug 10, 2020

创建者 Guto L S

May 27, 2020

创建者 VBz

Oct 22, 2019

创建者 Anh N

May 30, 2020

创建者 Shahriyar R

Sep 22, 2019

创建者 Dani C

Jul 25, 2020

创建者 Tristan S

Apr 7, 2020

创建者 Rafael B M

Aug 16, 2020