學術產出-Theses

題名 圖靈測驗辯護
作者 李俊儒
貢獻者 藍亭
Lane,Tim
李俊儒
關鍵詞 圖靈測驗
行為主義
操作定義
日期 2006
上傳時間 17-Sep-2009 16:50:33 (UTC+8)
摘要 「圖靈測驗」是一個訴諸外部行為來檢驗「機器能否思考」的一個測驗方法。這個方法由A. M. Turing於1950年提出,並在此後的五十餘年在科學界與哲學界引發無數的爭論。本文並不試圖解決「機器能否思考」的問題,而將著眼於「圖靈測驗作為機器思考標準」一事的適切性;從哲學的面向出發,旁及一些相關的科學成果來進行文獻探討。

就像任何一種哲學嘗試一樣,圖靈測驗是歷史環境的產物。當我們對眾說紛云的主觀意見失去了信心,就希望能夠找到一個客觀的標準。而在此同時,事實上我們對於所要檢測的對象:「思考」的瞭解還不夠豐富,且我們也不知道所謂「機器」的極限在哪裡,因此,即使圖靈測驗以名為「測驗」的形式產生,卻是動態地作為一個標準,並且面臨著許多的質疑。

本文將主要的問題分為五點,並加以回應:

1. 關於圖靈測驗的形式:圖靈測驗以模仿遊戲為內容,但在模仿遊戲中獲得勝利這件事,本身的確有其詮釋上的侷限,但是第一,這不能否定模仿遊戲的確提供了某種程度的客觀性,第二,藉由模仿遊戲的持續進行,我們也能知道模仿遊戲有哪些不足之處,相關內容與規則的修訂是可能的。

2. 關於測驗的難度:「機器有無可能通過圖靈測驗?」這點將就技術面與原則面來討論。技術上,目前的確存在著一些模擬人類智慧的瓶頸,然而就哲學的討論來說,目前技術的不可能並不代表未來技術的不可能。原則上,許多人批評圖靈機器所進行的運作無論多麼複雜,都不會與自然界中被稱為「思考」的行為等同;然而,若要證明機器思考與人類思考的確不同,我們就會需要一套能夠作出區分的客觀測驗方式,而那就是圖靈測驗所嘗試去做的。

3. 關於測驗的目的:「通過圖靈測驗代表了什麼?」許多人認為圖靈測驗作為一個機器思考的操作定義,忽略了一些思考的本質,這使得即使機器通過圖靈測驗也不代表它能夠思考。我認為這種說法似乎預設了思考有一個固定的定義,但實際上我們將許多彼此之間沒有明顯關係的行為都稱為思考,而且隨著風俗、環境的改變,原本被當作是思考行為的或許不必再以「思考」來說明,而與思考行為無關的或許在未來會被當作有關,因此所謂「思考的本質」不見得有固定的內容;而我們用內容與規則不斷修正的測驗設計來掌握該內容,可能反而是更適當的。

4. 關於測驗主題:「我們能夠單純以行為來檢測心靈狀態嗎?」圖靈測驗欲透過語言行為的測驗來取代「機器能否思考」,此行為進路受到不少的批評。然而,圖靈測驗並不是分析的行為主義,它並不要求行為與心靈概念有形上學的等同;它只是方法論的行為主義,不必反對心靈內容的真實存在,僅將「通過圖靈測驗」作為一個可錯的認定方法。

5. 關於測驗的價值:當我們對「何謂思考」還未有深刻瞭解時,就樹立一個思考的標準來談通不通過,是否對於未來的發展有所妨礙?我同意一些批評者所說:就像許多高科技的發展過程一樣,在思考本質的研究尚未成熟之前,與其追求表面上的擬似,不如將精力與經費投注於相關的基礎科學。然而,就議題本身而言,圖靈測驗可以和上述基礎科學的研究相容,它也不會妨礙我們去尋找一個比圖靈測驗更適當的思考檢測機制。如果有一天,科學家真能做出像人一樣思考的機器,我們依然會在某程度上要求此機器通過圖靈測驗,來證明科學家沒有說謊。
參考文獻 西文資料
Ayer, A. J., (1963). The Concept of Person, London: Macmillan.
Blackmore, Susan (2004), Consciousness: an introduction, Oxford, Section 5
Block, Ned (1981), ‘Psychologism and Behaviorism’, Philosophical Review 90
Churchland, Paul M. & Churchland, Patrica S. (1998), ‘Could a Machine Think?’, On the contrary : critical essays, 1987-1997, Cambridge, Mass. : MIT Press
Copeland, B. Jack. (2000). ‘The Turing Test’, Minds and Machines 10:519-539.
Excerpt from THE TURING TEST: The Elusive Standard of Artificial Intelligence, edited by James H. Moor, Kluwer Academic Publishers, 2003.
Copeland, B. Jack (1993), Artificial intelligence: a philosophical introduction, Oxford ; Cambridge, Mass. : Blackwell, Chp3 & Chp6
Copeland, B. Jack, (2000), The Turing Test, Minds and Machines 10: 523
French, R. (2000), ‘The Turing Test: The First 50 years’, Trends in Cognitive Science 4, p115~122
Dennett, Daniel Clement (1987), ‘Fast Thinking’, The Intentional Stance, Cambridge, Mass. : MIT Press
Descartes, René. (1646). “Discourse on the Method, Chapter V”, Excerpt from The Turing Test: Verbal Behavior as the Hallmark of Intelligence, edited by Stuart Shieber, Massachusetts Institute of Technology, 2004
Hsu, Feng-Hsiung. "IBM`s Deep Blue Chess grandmaster chips", Micro, IEEE, pages 70-81, 1999
French, Robert M.(1990), ‘Subcognition and the Limits of the Turing Test”, 54
Gleeson, James (2002), Applied Physics Letters, 9 September
Gunderson, Keith, ‘The Imitation Game’, (1964), Excerpt from The Turing Test: Verbal Behavior as the Hallmark of Intelligence, edited by Stuart Shieber, Massachusetts Institute of Technology, 2004
Harnad, Stevan (1989). ‘Minds, Machines and Searle’, Journal of Experimental and Theoretical Artificial Intelligence 1(1),
Hayes, P. and Ford, K. (1995), ‘Turing Test Considered Harmful’, in Processing of the Fourteenth International Joint Conference on Artificial Intelligence, Vol1
Hempel, Carl G. (1965), A LOGICAL APPRAISAL OF OPERATIONISM, Aspects of Scientific Explanation
Hempel, Carl G. (1966), Philosophy of Natural Science, Englewood Cliffs, N.J. : Prentice-Hall, Chp7
Hurley, Patrick J. (2003),A Concise Introduction to Logic, Australia ; Belmont, Calif. : Wadsworth/Thomson Learning, 8th ed.
Hodges, Andrew (1992), Alan Turing: The Enigma, London: Vintage
Hofstadter, Douglas R. (1981), ‘The Turing Test: A Coffeehouse Conversation’, Excerpt from The mind`s I : fantasies and reflections on self and soul composed and arranged by Douglas R. Hofstadter and Daniel C. Dennett. Toronto; New York : Bantam Books
Kripke, Saul (1972), Naming and Necessity. Oxford: Blackwell, lecture III
Kirk, R. (2003) Mind and Body, McGill-Queen’s University Press
Loebner, Hugh (1994), “In Response”, Communications of the ACM 37
Lucas, J. R. (1961), ‘Minds, Machines and Gödel’, Philosophy 36
Maslin, K. T. (2001), An Introduction to the Philosophy of Mind, Blackwell
Millar, P. H. (1973), “On the Point of Imitation Game”, Mind, volume 99, number328, p595~597,
Moor, James H. (2001),‘The Status and Future of the Turing Test’, Minds and Machines 11: 77-93, Excerpt from THE TURING TEST: The Elusive Standard of Artificial Intelligence, edited by James H. Moor, Kluwer Academic Publishers, 2003.
Moor, James H. (1976) ‘An Analysis of the Turing Test’, Philosophical Studies 30:249-257, Excerpt from The Turing Test: Verbal Behavior as the Hallmark of Intelligence, edited by Stuart Shieber, Massachusetts Institute of Technology, 2004.
Moor, James H. (1978) ‘Explaining Computer Behavior’, Philosophical Studies 34:325-327, Excerpt from The Turing Test: Verbal Behavior as the Hallmark of Intelligence, edited by Stuart Shieber, Massachusetts Institute of Technology, 2004.
Newman, M. H. A., Turing, Alan M., Sir Jefferson, Geoffrey, and Braithwaite, R. B. (1952) “Can Automatic Calculating Machines Be Said to Think?”, BBC. Excerpt from The Turing Test: Verbal Behavior as the Hallmark of Intelligence, edited by Stuart Shieber, Massachusetts Institute of Technology, 2004
Penrose, Roger (1989), The Emperor’s New Mind, Oxford University
Preston, John and Bishop, Mark edit, (2002) Views into the Chinese room : new essays on Searle and artificial intelligence, Oxford ; New York : Clarendon Press
Purtill, R. L. (1971), ‘Beating the Imatation Game’, Mind 80, p291
Putnam, Hilary (1975), Mind, Language and Reality, New York : Cambridge University Press
Robinson, William S. (1992), ‘The Turing Test’, Computers, Minds and Robots. Philadelphia, Pa. : Temple University Press
Ryle, Gibert (1952), The Concept of Mind, New York : Hutchinson`s Univ. Press.
Saygin, Ayse Pinar; Cicekli, Ilyas; Akman, Varol (2000)”Turing Test: 50 Years Later” , Minds and Machines 10:463-518. Excerpt from THE TURING TEST: The Elusive Standard of Artificial Intelligence, edited by James H. Moor, Kluwer Academic Publishers, 2003.
Searle, John R. (1980), ‘Minds, Brains, and Programs’, Excerpt from ARGUMENT AND ANALYSIS:AN INTRODUCTION TO PHILOSOPHY, ed. By Martine Curd, NY:West, 1992,Reading25
Searle, John R. (1990), “Is the Brain a Digital Computer?” Proceedings and Addresses of the American Philosophical Association, 64
Shieber, Stuart M. (1994), ’Lessons from a Restricted Turing Test’, Communications of the ACM 37
Shieber, Stuart M. (2004), The Turing Test: Verbal Behavior as the Hallmark of Intelligence, Massachusetts Institute of Technology
Stalker, Douglas F., (1978) ‘Why Machines Can’t Think: A Reply to James Moor’. Excerpt from The Turing Test: Verbal Behavior as the Hallmark of Intelligence, edited by Stuart Shieber, Massachusetts Institute of Technology, 2004
Turing, A. M. (1948), ‘Intelligent Machinery’, excerpt from Machine Intelligence 5, edited by Machine Intelligence Workshop, Edinburgh University Press, 1969
Turing, A. M. (1950), “Computing Machinery and Intelligence”, excerpt from The mind`s I : fantasies and reflections on self and soul, New York : Basic Books, 1981
Turing, A. M. (1950a), “Computing Machinery and Intelligence”, Excerpt from The Turing Test: Verbal Behavior as the Hallmark of Intelligence, edited by Stuart Shieber, Massachusetts Institute of Technology, 2004.
中文資料
牟中原、梁仲賢譯 (1991),《理性之夢》(Heinz R. Pagels著),天下文化
沈政/林庶芝 (1996),《腦模擬與神經計算機》,五南
呂威甫、鄭軒鴻譯 (2002),《人工智慧─現代方法總論》,松崗
(原著:Stuart Russell、Peter Norvig,Artificial Intelligence: A Modern Approach)
洪蘭譯,《創智慧》,2006,遠流
(原著:Jeff Hawkins & Sandra Blakeslee, On Intelligence)
許明賢、吳忠超譯,《皇帝新腦》,(1993)藝文 (原著:Roger Penrose, The Emperor’s New Mind, 1989, Oxford University Press)
張欣戊、徐嘉宏、程小危、雷庚玲、郭靜晃合著,《發展心理學(修訂三版)》,(2001),空大
《劍橋哲學辭典》(The Cambridge Dictionary of Philosophy),(2002),貓頭鷹
英文版主編:Robert Audi 中文版審訂召集人:林正弘
網路資料
聊天機器Alice的官方網站
http://www.alicebot.org/
聊天機器Jabberwock的官方網站
http://www.abenteuermedien.de/jabberwock/
聊天機器Jabberwachy的官方網站
http://www.jabberwacky.com/
Loebner Price 2006年勝利者:”Joan”的相關報導
http://technology.guardian.co.uk/weekly/story/0,,1876702,00.html
美國精神疾病學會,《心理疾病診斷與統計手冊》官方網站
http://allpsych.com/disorders/dsm.html
Ned Block, ’Psychologism and Behaviorism’線上原文
http://www.nyu.edu/gsas/dept/philo/faculty/block/papers/Psychologism.pdf
描述 碩士
國立政治大學
哲學研究所
91154006
95
資料來源 http://thesis.lib.nccu.edu.tw/record/#G0911540061
資料類型 thesis
dc.contributor.advisor 藍亭zh_TW
dc.contributor.advisor Lane,Timen_US
dc.contributor.author (Authors) 李俊儒zh_TW
dc.creator (作者) 李俊儒zh_TW
dc.date (日期) 2006en_US
dc.date.accessioned 17-Sep-2009 16:50:33 (UTC+8)-
dc.date.available 17-Sep-2009 16:50:33 (UTC+8)-
dc.date.issued (上傳時間) 17-Sep-2009 16:50:33 (UTC+8)-
dc.identifier (Other Identifiers) G0911540061en_US
dc.identifier.uri (URI) https://nccur.lib.nccu.edu.tw/handle/140.119/33480-
dc.description (描述) 碩士zh_TW
dc.description (描述) 國立政治大學zh_TW
dc.description (描述) 哲學研究所zh_TW
dc.description (描述) 91154006zh_TW
dc.description (描述) 95zh_TW
dc.description.abstract (摘要) 「圖靈測驗」是一個訴諸外部行為來檢驗「機器能否思考」的一個測驗方法。這個方法由A. M. Turing於1950年提出,並在此後的五十餘年在科學界與哲學界引發無數的爭論。本文並不試圖解決「機器能否思考」的問題,而將著眼於「圖靈測驗作為機器思考標準」一事的適切性;從哲學的面向出發,旁及一些相關的科學成果來進行文獻探討。

就像任何一種哲學嘗試一樣,圖靈測驗是歷史環境的產物。當我們對眾說紛云的主觀意見失去了信心,就希望能夠找到一個客觀的標準。而在此同時,事實上我們對於所要檢測的對象:「思考」的瞭解還不夠豐富,且我們也不知道所謂「機器」的極限在哪裡,因此,即使圖靈測驗以名為「測驗」的形式產生,卻是動態地作為一個標準,並且面臨著許多的質疑。

本文將主要的問題分為五點,並加以回應:

1. 關於圖靈測驗的形式:圖靈測驗以模仿遊戲為內容,但在模仿遊戲中獲得勝利這件事,本身的確有其詮釋上的侷限,但是第一,這不能否定模仿遊戲的確提供了某種程度的客觀性,第二,藉由模仿遊戲的持續進行,我們也能知道模仿遊戲有哪些不足之處,相關內容與規則的修訂是可能的。

2. 關於測驗的難度:「機器有無可能通過圖靈測驗?」這點將就技術面與原則面來討論。技術上,目前的確存在著一些模擬人類智慧的瓶頸,然而就哲學的討論來說,目前技術的不可能並不代表未來技術的不可能。原則上,許多人批評圖靈機器所進行的運作無論多麼複雜,都不會與自然界中被稱為「思考」的行為等同;然而,若要證明機器思考與人類思考的確不同,我們就會需要一套能夠作出區分的客觀測驗方式,而那就是圖靈測驗所嘗試去做的。

3. 關於測驗的目的:「通過圖靈測驗代表了什麼?」許多人認為圖靈測驗作為一個機器思考的操作定義,忽略了一些思考的本質,這使得即使機器通過圖靈測驗也不代表它能夠思考。我認為這種說法似乎預設了思考有一個固定的定義,但實際上我們將許多彼此之間沒有明顯關係的行為都稱為思考,而且隨著風俗、環境的改變,原本被當作是思考行為的或許不必再以「思考」來說明,而與思考行為無關的或許在未來會被當作有關,因此所謂「思考的本質」不見得有固定的內容;而我們用內容與規則不斷修正的測驗設計來掌握該內容,可能反而是更適當的。

4. 關於測驗主題:「我們能夠單純以行為來檢測心靈狀態嗎?」圖靈測驗欲透過語言行為的測驗來取代「機器能否思考」,此行為進路受到不少的批評。然而,圖靈測驗並不是分析的行為主義,它並不要求行為與心靈概念有形上學的等同;它只是方法論的行為主義,不必反對心靈內容的真實存在,僅將「通過圖靈測驗」作為一個可錯的認定方法。

5. 關於測驗的價值:當我們對「何謂思考」還未有深刻瞭解時,就樹立一個思考的標準來談通不通過,是否對於未來的發展有所妨礙?我同意一些批評者所說:就像許多高科技的發展過程一樣,在思考本質的研究尚未成熟之前,與其追求表面上的擬似,不如將精力與經費投注於相關的基礎科學。然而,就議題本身而言,圖靈測驗可以和上述基礎科學的研究相容,它也不會妨礙我們去尋找一個比圖靈測驗更適當的思考檢測機制。如果有一天,科學家真能做出像人一樣思考的機器,我們依然會在某程度上要求此機器通過圖靈測驗,來證明科學家沒有說謊。
zh_TW
dc.description.tableofcontents 第一章 前言………………………………………………………………………5

第二章 圖靈測驗…………………………………………………………………11

第一節 源流…………………………………………………………………11
第二節 「語言行為不可區分性」作為圖靈測驗的思想基礎……………12
第三節 何謂圖靈測驗………………………………………………………14
第四節 圖靈測驗的對象……………………………………………………16
第五節 圖靈測驗的版本……………………………………………………18
第六節 圖靈測驗的詮釋……………………………………………………20
第七節 人工智能進行圖靈測驗的成果……………………………………26
小結……………………………………………………………………………35

第三章 思考的標準………………………………………………………………39

第一節 思考與智能…………………………………………………………40
第二節 心物問題……………………………………………………………43
第三節 行為主義……………………………………………………………47
第四節 以語言測驗作為思考能力測驗……………………………………51
小結……………………………………………………………………………55

第四章 中文房論證………………………………………………………………59

第一節 思考實驗……………………………………………………………61
第二節 技術問題……………………………………………………………63
第三節 系統反駁……………………………………………………………65
小結……………………………………………………………………………71

第五章 對圖靈測驗的其他批評與回應…………………………………………75

第一節 踩腳房論證…………………………………………………………75
第二節 行為非決定性論證…………………………………………………76
第三節 人類中心沙文主義…………………………………………………78
第四節 不完備定理…………………………………………………………80
第五節 次認知論證…………………………………………………………81
第六節 Block Machine……………………………………………………82
小結……………………………………………………………………………84

第六章 圖靈測驗辯護……………………………………………………………87

第一節 模仿遊戲的形式是否恰當…………………………………………87
第二節 圖靈測驗的難度問題………………………………………………89
第三節 通過圖靈測驗是否為人類思考的充要條件………………………90
第四節 圖靈測驗的行為主義是否錯誤……………………………………91
第五節 圖靈測驗是否誤導人工智慧的發展………………………………92
小結……………………………………………………………………………94

第七章 小木偶的願望……………………………………………………………97

第一節 皮諾丘的故事………………………………………………………97
第二節 「我們如何知道機器不能思考?」………………………………99
第三節 「意識探測儀」的局限……………………………………………101
第四節 回到行為檢測………………………………………………………103
小結……………………………………………………………………………105

第八章 結論……………………………………………………………………107

參考書目…………………………………………………………………………113

西文資料………………………………………………………………………113
中文資料………………………………………………………………………118
網路資料………………………………………………………………………119
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dc.language.iso en_US-
dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#G0911540061en_US
dc.subject (關鍵詞) 圖靈測驗zh_TW
dc.subject (關鍵詞) 行為主義zh_TW
dc.subject (關鍵詞) 操作定義zh_TW
dc.title (題名) 圖靈測驗辯護zh_TW
dc.type (資料類型) thesisen
dc.relation.reference (參考文獻) 西文資料zh_TW
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