社会规范出现了吗?迭代囚徒困境下具有社会价值意识的主体决策演化

Shuyue Hu, Ho-fung Leung
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引用次数: 6

摘要

近年来,社会规范的研究在多智能体系统研究中备受关注。这里我们关注的是在囚徒困境博弈中,行为人知道每个行动的社会价值。在决策过程中,主体根据社会价值和个人收益来权衡不同的行动。我们用社会价值取向的概念来模拟这些代理人的行为。对不同类型的代理人社会进行了实验研究。研究表明,在这些社会中,通常可以达到稳定的状态,然而,全球社会规范并不总是出现。特别地,我们将动态平衡现象确定为某些代理社会的最终状态。此外,我们表明,在动态社会中,代理人最终发展出个人主义或利他主义取向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Do Social Norms Emerge? The Evolution of Agents' Decisions with the Awareness of Social Values under Iterated Prisoner's Dilemma
Recently, the study of social norms has attracted much attention in multi-agent system research. We here focus on the case that agents are aware of the social value of each action under prisoner's dilemma games. During decision-making, agents weigh different actions based on the social values and their individual payoffs. We model such agents' behaviours with the notion of social value orientation. An experimental study is conducted on different kinds of agent societies. It is shown that a stable state can be generally reached in these societies, however, global social norms do not always emerge. In particular, we identify dynamic equilibrium phenomena as the ultimate state in some agent societies. Moreover, we show that in dynamic societies, agents eventually develop individualistic or altruistic orientations.
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