The Social and Economic Behavior of AI Agents: Theory and Experiments
暫譯: AI代理的社會與經濟行為:理論與實驗

Chen, Kay-Yut

  • 出版商: Springer
  • 出版日期: 2026-07-09
  • 售價: $4,920
  • 貴賓價: 9.5$4,674
  • 語言: 英文
  • 頁數: 148
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3032180651
  • ISBN-13: 9783032180650
  • 相關分類: Reinforcement
  • 海外代購書籍(需單獨結帳)

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商品描述

This book investigates the social and economic behaviors exhibited by artificial intelligence, with a focus on trust, cooperation, and incentives. The first chapter examines the critical role of AI in decision-making and why understanding social and economic behavior is vital for improving AI interactions in both structured and dynamic environments. Subsequent chapters explore how AI systems such as deep reinforcement learning models simulate behaviors like trust and cooperation, and how large language models capture and reproduce patterns of social behaviors and economic incentives. By emphasizing behavioral analysis, the book aims to offer a scientific perspective on the mechanisms underlying AI's interactions with human-like elements in decision-making. This interdisciplinary approach bridges artificial intelligence, economics, and social psychology to provide a comprehensive understanding of AI's behavioral dynamics.

商品描述(中文翻譯)

本書探討人工智慧所展現的社會與經濟行為,重點關注信任、合作與激勵。第一章檢視人工智慧在決策中的關鍵角色,以及為何理解社會與經濟行為對於改善人工智慧在結構化和動態環境中的互動至關重要。隨後的章節探討如深度強化學習模型等人工智慧系統如何模擬信任和合作等行為,以及大型語言模型如何捕捉並重現社會行為和經濟激勵的模式。透過強調行為分析,本書旨在提供一個科學的視角,來理解人工智慧在決策中與類人元素互動的機制。這種跨學科的方法將人工智慧、經濟學和社會心理學結合在一起,以提供對人工智慧行為動態的全面理解。

作者簡介

Kay-Yut Chen is a Professor of Information Systems and Operations Management at the University of Texas, Arlington. His research specializes in behavioral economics, econometrics, operations management, and, more recently, the decision-making behavior of AI systems. Dr. Chen's career has spanned academic research and corporate roles, with notable contributions to behavioral economics at HP Labs and Yahoo Labs. He has received awards such as the Management Science 2014 Best Paper Award in Operations Management and has been featured in various popular publications such as Scientific American and Newsweek.

作者簡介(中文翻譯)

陳凱裕是德克薩斯大學阿靈頓分校的資訊系統與運營管理教授。他的研究專注於行為經濟學、計量經濟學、運營管理,以及最近的人工智慧系統決策行為。陳博士的職業生涯涵蓋了學術研究和企業角色,對於HP實驗室和雅虎實驗室的行為經濟學做出了顯著貢獻。他曾獲得管理科學2014年運營管理最佳論文獎,並在《科學美國人》和《新聞週刊》等多個知名出版物中被報導。