| 书目名称 | Intention Recognition, Commitment and Their Roles in the Evolution of Cooperation | | 副标题 | From Artificial Inte | | 编辑 | The Anh Han | | 视频video | | | 概述 | A unique self-contained excursion that reveals to the readers the roles of two basic cognitive abilities, i.e. intention recognition and arranging commitments, in the evolution of cooperative behavior | | 丛书名称 | Studies in Applied Philosophy, Epistemology and Rational Ethics | | 图书封面 |  | | 描述 | .This original and timely monograph describes a unique self-contained excursion that reveals to the readers the roles of two basic cognitive abilities, i.e. intention recognition and arranging commitments, in the evolution of cooperative behavior. This book analyses intention recognition, an important ability that helps agents predict others’ behavior, in its artificial intelligence and evolutionary computational modeling aspects, and proposes a novel intention recognition method. Furthermore, the book presents a new framework for intention-based decision making and illustrates several ways in which an ability to recognize intentions of others can enhance a decision making process. By employing the new intention recognition method and the tools of evolutionary game theory, this book introduces computational models demonstrating that intention recognition promotes the emergence of cooperation within populations of self-regarding agents. Finally, the book describes how commitment provides a pathway to the evolution of cooperative behavior, and how it further empowers intention recognition, thereby leading to a combined improved strategy. . | | 出版日期 | Book 2013 | | 关键词 | Artificial intelligence; Bayesian Network; Cognitive abilities; Commitment strategies; Complex Systems; D | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-642-37512-5 | | isbn_softcover | 978-3-642-44870-6 | | isbn_ebook | 978-3-642-37512-5Series ISSN 2192-6255 Series E-ISSN 2192-6263 | | issn_series | 2192-6255 | | copyright | Springer-Verlag Berlin Heidelberg 2013 |
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发表于 2025-3-21 18:42:49
