購物比價找書網找車網
FindBook  
 有 1 項符合

An Introduction to Universal Artificial Intelligence

的圖書
An Introduction to Universal Artificial Intelligence An Introduction to Universal Artificial Intelligence

作者:Hutter 
出版社:CRC Press
出版日期:2024-05-28
語言:英文   規格:精裝 / 416頁 / 普通級/ 初版
圖書選購
型式價格供應商所屬目錄
 
$ 7975
博客來 博客來
計算機概論
圖書介紹 - 資料來源:博客來   評分:
圖書名稱:An Introduction to Universal Artificial Intelligence

內容簡介

An Introduction to Universal Artificial Intelligence provides the formal underpinning of what it means for an agent to act intelligently in an unknown environment. First presented in Universal Algorithmic Intelligence (Hutter, 2000), UAI offers a framework in which virtually all AI problems can be formulated, and a theory of how to solve them. UAI unifies ideas from sequential decision theory, Bayesian inference, and algorithmic information theory to construct AIXI, an optimal reinforcement learning agent that learns to act optimally in unknown environments. AIXI is the theoretical gold standard for intelligent behavior.

The book covers both the theoretical and practical aspects of UAI. Bayesian updating can be done efficiently with context tree weighting, and planning can be approximated by sampling with Monte Carlo tree search. It provides algorithms for the reader to implement, and experimental results to compare against. These algorithms are used to approximate AIXI. The book ends with a philosophical discussion of Artificial General Intelligence: Can super-intelligent agents even be constructed? Is it inevitable that they will be constructed, and what are the potential consequences?

This text is suitable for late undergraduate students. It provides an extensive chapter to fill in the required mathematics, probability, information, and computability theory background.

 

作者簡介

Marcus Hutter is Senior Researcher at DeepMind in London and Professor in the Research School of Computer Science (RSCS) at the Australian National University (ANU) in Canberra, Australia (fulltime till 2019 and honorary since then). He is Chair of the ongoing Human Knowledge Compression Contest. He received a master’s degree in computer science in 1992 from the University of Technology in Munich, Germany, a PhD in theoretical particle physics in 1996, and completed his Habilitation in 2003. He worked as an active software developer for various companies in several areas for many years, before he commenced his academic career in 2000 at the Artificial Intelligence (AI) institute IDSIA in Lugano, Switzerland, where he stayed for six years. Since 2000, he has mainly worked on fundamental questions in AI resulting in over 200 peer-reviewed research publications and his book "Universal Artificial Intelligence" (Springer, EATCS, 2005). He has served (as PC member, chair, organizer) for numerous conferences, and reviews for major conferences and journals. He has given numerous invited lectures and his work in AI and statistics was nominated for and received several awards (UAI, IJCAI-JAIR, AGI Kurzweil, Lindley). http: //www.hutter1.net/

Elliot Catt is a Research Scientist at DeepMind London and has previously completed a PhD in Universal Artificial Intelligence. He holds a BSc and MSc in mathematics and a PhD in computer science. Elliot has lectured on the topic of Advanced Artificial Intelligence at the ANU and published several pieces of work on the topic of Universal Artificial Intelligence. https: //catt.id/

David Quarel is completing a PhD at the ANU. He holds a BSc in mathematics and MSc in computer science, specialising in artificial intelligence and machine learning. David has several years’ experience in developing course content and distilling complex topics suitable for a wide range of academic audiences, as well as having delivered guest lectures at the ANU, and spent two years as a full-time tutor before starting his PhD.

 

詳細資料

  • ISBN:9781032607153
  • 規格:精裝 / 416頁 / 普通級 / 初版
  • 出版地:美國
贊助商廣告
 
金石堂 - 今日66折
艾菲爾鐵塔到底能縮多小:一部知識豐富、熱情洋溢的人類微縮文化史╳模型博物誌
作者:賽門.加菲爾
出版社:木馬文化事業有限公司
出版日期:2020-07-08
66折: $ 251 
金石堂 - 今日66折
陽宅生基512套範例(不可退書)
作者:韓雨墨
出版社:大元書局
出版日期:2010-06-29
66折: $ 199 
 
Taaze 讀冊生活 - 暢銷排行榜
WOW! SCREEN 11月號/2024 第667期
出版社:創新書報股份有限公司
出版日期:2024-10-30
$ 131 
Taaze 讀冊生活 - 暢銷排行榜
氣質系硬筆1000字帖
作者:郭仕鵬
出版社:朱雀文化事業有限公司
出版日期:2018-07-03
$ 221 
金石堂 - 暢銷排行榜
陰陽眼見子(10)
作者:泉朝樹
出版社:台灣角川股份有限公司
出版日期:2024-11-07
$ 111 
博客來 - 暢銷排行榜
神奇柑仔店17:消痛巧克力的危機
出版日期:2024-10-31
$ 284 
 
Taaze 讀冊生活 - 新書排行榜
黑白道台灣:在小人物身歷其境的軌跡中,探看大時代的身影【修訂國語版】
作者:潘松帶
出版社:時報文化出版企業股份有限公司
出版日期:2024-11-01
$ 480 
Taaze 讀冊生活 - 新書排行榜
大首爾攻略完全制霸2025-2026
作者:趙思語.李聖依.墨刻編輯部
出版社:墨刻出版
出版日期:2024-10-24
$ 349 
Taaze 讀冊生活 - 新書排行榜
熙攘之間:中國人長達半世紀的苦難史,幾千萬小人物的悲哀與掙扎【最終修訂版】
作者:潘松帶
出版社:時報文化出版企業股份有限公司
出版日期:2024-11-01
$ 960 
Taaze 讀冊生活 - 新書排行榜
大魔法搜查線RESET(02)【《13.67》陳浩基漫畫原案】
作者:霖羯、陳浩基
出版社:獨步文化
出版日期:2024-10-29
$ 240 
 

©2024 FindBook.com.tw -  購物比價  找書網  找車網  服務條款  隱私權政策