Value Engineering in Artificial Intelligence: First International Workshop, Vale 2023, Krakow, Poland, September 30, 2023, Proceedings
Osman, Nardine, Steels, Luc
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商品描述
This book constitutes the post-conference proceedings of the First International Workshop on Value Engineering in Artificial Intelligence, VALE 2023, held in Krakow, Poland, on September 30, 2023.
The 16 full papers presented were carefully reviewed and selected. The papers have been grouped into four themes, addressing a number of research questions for each:
I. Frameworks for norms and values: What are existing or new frameworks for norms and values and how can they be represented in AI systems in order to make these systems norm- and value-aware?
II. Detection of moral values: Given an existing AI system, how can we figure out whether its behavior is aligned with human values?
III. Learning and engineering of value-aligned policies: How can policies for implementing norms and values be acquired or designed?
IV. Implementation of norms: How can norms be implemented in concrete AI applications?
商品描述(中文翻譯)
本書為2023年9月30日在波蘭克拉科夫舉行的第一屆國際人工智慧價值工程研討會(VALE 2023)的會後論文集。
所呈現的16篇完整論文經過仔細審查和選擇。這些論文被分為四個主題,針對每個主題提出了一些研究問題:
I. 規範和價值的框架:現有或新的規範和價值框架是什麼?如何在人工智慧系統中表示這些框架,以使這些系統能夠意識到規範和價值?
II. 道德價值的檢測:對於一個現有的人工智慧系統,我們如何判斷其行為是否與人類價值觀一致?
III. 價值對齊政策的學習與工程:如何獲取或設計實施規範和價值的政策?
IV. 規範的實施:如何在具體的人工智慧應用中實施規範?