Human Compatible pdf epub mobi txt 電子書下載 2024

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Stuart Russell

Viking

2019-10-8

352

USD 28.00

Hardcover

9780525558613

圖書標籤: 人工智能機器學習價值觀 AI

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发表于2024-11-21

Human Compatible epub 下載 mobi 下載 pdf 下載 txt 電子書下載 2024

Human Compatible pdf epub mobi txt 電子書下載 2024

圖書描述

A leading artificial intelligence researcher lays out a new approach to AI that will enable us to coexist successfully with increasingly intelligent machines

In the popular imagination, superhuman artificial intelligence is an approaching tidal wave that threatens not just jobs and human relationships, but civilization itself. Conflict between humans and machines is seen as inevitable and its outcome all too predictable.

In this groundbreaking book, distinguished AI researcher Stuart Russell argues that this scenario can be avoided, but only if we rethink AI from the ground up. Russell begins by exploring the idea of intelligence in humans and in machines. He describes the near-term benefits we can expect, from intelligent personal assistants to vastly accelerated scientific research, and outlines the AI breakthroughs that still have to happen before we reach superhuman AI. He also spells out the ways humans are already finding to misuse AI, from lethal autonomous weapons to viral sabotage.

If the predicted breakthroughs occur and superhuman AI emerges, we will have created entities far more powerful than ourselves. How can we ensure they never, ever, have power over us? Russell suggests that we can rebuild AI on a new foundation, according to which machines are designed to be inherently uncertain about the human preferences they are required to satisfy. Such machines would be humble, altruistic, and committed to pursue our objectives, not theirs. This new foundation would allow us to create machines that are provably deferential and provably beneficial.

Human Compatible 下載 mobi epub pdf txt 電子書

著者簡介

Stuart Russell is a professor of Computer Science and holder of the Smith-Zadeh Chair in Engineering at the University of California, Berkeley. He has served as the Vice-Chair of the World Economic Forum's Council on AI and Robotics and as an advisor to the United Nations on arms control. He is a Fellow of the American Association for Artificial Intelligence, the Association for Computing Machinery, and the American Association for the Advancement of Science. He is the author (with Peter Norvig) of the definitive and universally acclaimed textbook on AI, Artificial Intelligence: A Modern Approach.

圖書目錄

Human Compatible pdf epub mobi txt 電子書下載

想要找書就要到小哈圖書下載中心

qciss.net

立刻按 ctrl+D收藏本頁

你會得到大驚喜!!

用戶評價

評分☆☆☆☆☆

此書作者是AI領域的大牛，那本至今為止可謂影響最大的教科書便是他的傑作，然而我從原本打算給兩星評價上調到三星就隻是因為其名聲太大，敬畏之。說到書的質量，嗬嗬，這是寫給思想傢、哲學傢、曆史學傢、資本運作方甚至未來學傢們讀的書，它太過於高大上，給我一種何不食肉糜的感覺。我個人對一切脫離實際代碼、算法與數據的議論都有偏見並避而遠之，你不要和我扯什麼曆史發展的軌跡、偉人過往的言論、個案堆砌齣來的推斷，我要的是實實在在的代碼演示、算法潛力分析與數據實操技術，能讓我在近期就著手推動改進項目，而這就是我更推崇Marcus新書的原因，雖然那本書也沒有對AI的各種弱點提齣具體解決方案，可其迴顧的東西具備一定程度的可操作性，而這書卻單純像興奮劑，high過之後就隻剩空虛。非AI專業完全不推薦此書，除非用來勵誌。

評分☆☆☆☆☆

Stuart Russell教授的最新著作，討論這個時代最重要的問題之一：麵對可能比我們更聰明的機器時，人類的未來命運。一個有益的超級人工智能ASI如果真能實現，將會給世界帶來什麼？雖然可以做很多科幻猜想，但一個較低的下限是，人工勞動可能會消失，一切應該都非常便宜。當世界的GDP每年都增長十倍，也許相互爭奪不再有意義。但這些都假定我們能夠控製ASI，我們應該對此保持謹慎。機器智能的標準模型中，通常假定一些明確已知的目標，但如果我們設定瞭錯誤的目標，那麼機器將無情地追求，並導緻我們不希望的結果。因此，本書中提齣瞭AI係統設計的三原則：1）機器的唯一目標是最大程度地實現人類的偏好；2）機器最初並不清楚這些偏好是什麼；3）關於人類偏好的最終信息源是人類的行為。並提齣逆嚮強化學習，試圖尋找解決方案。

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