August 2024
Beginner to intermediate
640 pages
14h 53m
Korean
Content preview from AI를 위한 필수 수학
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
504
AI
를 위한 필수 수학
maxsValue reward Value sE
actions and states 0
c=+
l
vv
Q
Q
Q
VV
V
max
Value s reward reward state s
E
actions and states
k
1
10
c
==
+
k
k
3
=
l
vv
Q
R
Q
V
V
W
/
마지막으로 에이전트의 현재 상태에 대한 가치 함수는 현재 보상과 할인된 미래 상태에 대한
가치 함수에 의존한다는 것을 알 수 있다.
이 명제를 통해 우리는 주요 최적화 문제를 반복 사용해 (시간을 거슬러 ) 해결할 수 있다. 이
제 에이전트가 해야 할 일은 다음 최적 상태로 이동하기 위한 행동을 선택하는 것뿐이다. 이 가
치 함수에 대한 식은 강력한 벨만 방정식 또는 벨만의 최적 조건이다. 이는 원래의 최적화 문
제를 훨씬 더 간단한 최적화 문제의 순환 시퀀스로 분해한다. 각 상태에서 국지적으로 최적화
(
sValue
l
v
Q
V
찾기 )한 다음, 그 결과를 다음 최적화 하위 문제 (
sValue
v
Q
V
찾기 )에 대입한다. 이
방법으로 최종 목표인 보상부터 거슬러 올라와서 현재 취해야 할 행동을 결정하면 전체 최적
전략과 각 상태에서의 최적 가치 함수를 얻을 수 있다.
11.7.3
최적 제어 및 비선형 역학과 관련된 강화 학습
<
Chapter
13
인공지능과 편미분 방정식>에서 비선형 역학
nonlinear
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.