An approach to decision making based on dynamic argumentation systems

被引:21
|
作者
Ferretti, Edgardo [1 ]
Tamargo, Luciano H. [2 ]
Garcia, Alejandro J. [2 ]
Errecalde, Marcelo L. [1 ]
Simari, Guillermo R. [2 ]
机构
[1] Univ Nacl San Luis, Dept Informat, San Luis, Argentina
[2] Univ Nacl Sur, Dept Comp Sci & Engn, Inst Comp Sci & Engn UNS CONICET, Bahia Blanca, Buenos Aires, Argentina
基金
欧盟地平线“2020”;
关键词
Single-agent decision making; Dynamic argumentation frameworks; Argumentation in decision making; LOGIC; MODEL;
D O I
10.1016/j.artint.2016.10.004
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper we introduce a formalism for single-agent decision making that is based on Dynamic Argumentation Frameworks. The formalism can be used to justify a choice, which is based on the current situation the agent is involved. Taking advantage of the inference mechanism of the argumentation formalism, it is possible to consider preference relations, and conflicts among the available alternatives for that reasoning. With this formalization, given a particular set of evidence, the justified conclusions supported by warranted arguments will be used by the agent's decision rules to determine which alternatives will be selected. We also present an algorithm that implements a choice function based on our formalization. Finally, we complete our presentation by introducing formal results that relate the proposed framework with approaches of classical decision theory. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:107 / 131
页数:25
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