道德、保护、安全和收益:从一个极简主义的、受经济启发的多智能体模型中得到的教训

IF 1.8 Q3 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Foundations of Computing and Decision Sciences Pub Date : 2020-03-01 DOI:10.2478/fcds-2020-0002
Maciej Komosinski, T. Zok
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引用次数: 0

摘要

摘要在这项工作中,我们介绍了一个简单的多智能体模拟模型,其中有两个对应于道德和不道德态度的智能体角色。该模型由一组连续变量的数学方程明确给出,并由四个参数表征:道德、保护和两个效率参数。代理人可以自由调整自己的角色,以最大限度地提高个人收益。对该模型进行了理论分析,以找到其稳定性的条件,即两种角色的代理的分数导致其收益平衡。还开发了多智能体模拟,以验证模型在所有道德值和保护参数下的动态性,并识别与理论分析的潜在差异。
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Morality, protection, security and gain: lessons from a minimalistic, economically inspired multi-agent model
Abstract In this work, we introduce a simple multi-agent simulation model with two roles of agents that correspond to moral and immoral attitudes. The model is given explicitly by a set of mathematical equations with continuous variables and is characterized by four parameters: morality, protection, and two efficiency parameters. Agents are free to adjust their roles to maximize individual gains. The model is analyzed theoretically to find conditions for its stability, i.e., the fractions of agents of both roles that lead to an equilibrium in their gains. A multi-agent simulation is also developed to verify the dynamics of the model for all values of morality and protection parameters, and to identify potential discrepancies with the theoretical analysis.
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来源期刊
Foundations of Computing and Decision Sciences
Foundations of Computing and Decision Sciences COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE-
CiteScore
2.20
自引率
9.10%
发文量
16
审稿时长
29 weeks
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