在方格格子上的进化信任游戏中的角色互惠
Chaoqian Wang1, Wei Zhang2, Xinwei Wang3
1School of Mathematics and Statistics, Northwestern Polytechnical University, Xi'an 710072, Shaanxi, China.
Chaos (Woodbury, N.Y.)
|August 8, 2025
概括
模拟像信任游戏这样的双边游戏是具有挑战性的. 一个新的方格格子模型通过角色间的空间互惠和最佳回报率来实现信任的出现.
科学领域:
- 计算游戏理论计算游戏理论
- 基于代理的建模模型.
- 进化游戏理论的演化游戏理论.
背景情况:
- 模拟双方游戏,如信任游戏,在单个人口中区分角色方面提出了挑战.
- 现有的模型往往缺乏角色差异化的自然机制,阻碍了对角色间动态的研究.
研究的目的:
- 提出一种新的模拟框架,用于使用方格格子拓的双方游戏.
- 在基于代理的模拟中,通过角色间的空间互惠来研究信任的出现.
- 根据回报率,确定建立信任的最佳条件.
主要方法:
- 使用方格格子拓与交替信托人和受托人来创建不同的子格子来进行学习和交互.
- 在这个空间结构上实施基于代理的模拟,以建模游戏动态.
- 分析不同回报率对跨角色集群的形成和代理人的生存的影响.
主要成果:
- 检测一个相互作用的空间互惠机制,促进信任的出现.
- 确定适度的回报率对于形成跨角色集群和促进信任至关重要.
- 证明极端的回报率 (过高或过低) 对受托人或受托人产生负面影响.
结论:
- 拟议的方格格子框架有效地模拟了双边游戏,并揭示了信任出现的机制.
- 由中等回报率驱动的角色间空间互惠是促进信任游戏合作的关键.
- 该模拟框架可适应用于研究各种双方游戏及其空间机制.
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