The Artificial Life Route to Artificial Intelligence: Building Embodied, Situated Agents
暫譯: 人工生命通往人工智慧之路:構建具身、情境的代理人

Steels, Luc, Brooks, Rodney

商品描述

Originally published in 1995, this volume is the direct result of a conference in which a number of leading researchers from the fields of artificial intelligence and biology gathered to examine whether there was any ground to assume that a new AI paradigm was forming itself and what the essential ingredients of this new paradigm were. A great deal of scepsis is justified when researchers, particularly in the cognitive sciences, talk about a new paradigm. Shifts in paradigm mean not only new ideas but also shifts in what constitutes good problems, what counts as a result, the experimental practice to validate results, and the technological tools needed to do research. Due to the complexity of the subject matter, paradigms abound in the cognitive sciences -- connectionism being the most prominent newcomer in the mid-1980s.

This workshop group was brought together in order to clarify the common ground, see what had been achieved so far, and examine in which way the research could move further. This volume is a reflection of this important meeting. It contains contributions which were distributed before the workshop but then substantially broadened and revised to reflect the workshop discussions and more recent technical work. Written in polemic form, sometimes criticizing the work done thus far within the new paradigm, this collection includes research program descriptions, technical contributions, and position papers.

商品描述(中文翻譯)

最初於1995年出版,本書是一次會議的直接結果,會議中多位來自人工智慧和生物學領域的領先研究者聚集在一起,探討是否有理由假設一種新的人工智慧範式正在形成,以及這種新範式的基本要素是什麼。當研究者,特別是在認知科學領域,談論新的範式時,許多懷疑是有其正當理由的。範式的轉變不僅意味著新想法的出現,還意味著對於什麼構成良好問題、什麼算作結果、驗證結果的實驗實踐以及進行研究所需的技術工具的轉變。由於主題的複雜性,認知科學中充斥著各種範式——連結主義(connectionism)是1980年代中期最突出的新興範式。

這個工作坊小組的成立旨在澄清共同的基礎,了解迄今為止所取得的成就,並檢視研究可以如何進一步發展。本書反映了這次重要會議的成果。它包含了在工作坊之前分發的貢獻,這些貢獻在會議後經過實質性的擴展和修訂,以反映工作坊的討論和更近期的技術工作。這些內容以論辯的形式撰寫,有時批評在新範式下迄今為止所做的工作,這本合集包括研究計畫描述、技術貢獻和立場文件。

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