简单矩阵博弈中的q变形进化动力学

Christopher R. Kitching, Tobias Galla
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引用次数: 0

摘要

我们考虑了进化博弈,在这种博弈中,被选中进行更新的代理将其报酬与 q 个邻居进行比较,而不是像标准进化博弈论那样只与一个邻居进行比较。通过研究具有全对全交互作用的 2x2 博弈的定点稳定性和固定时间,我们发现流量会随着 q 的函数发生显著变化。我们还开发了用于研究具有两种以上策略的博弈的框架,例如石头剪刀布博弈,我们证明了改变 q 会导致新的流类型的出现。
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q-deformed evolutionary dynamics in simple matrix games
We consider evolutionary games in which the agent selected for update compares their payoff to q neighbours, rather than a single neighbour as in standard evolutionary game theory. Through studying fixed point stability and fixation times for 2x2 games with all-to-all interactions, we find that the flow changes significantly as a function of q. Further, we investigate the effects of changing the underlying topology from an all-to-all interacting system to an uncorrelated graph via the pair approximation. We also develop the framework for studying games with more than two strategies, such as the rock-paper-scissors game where we show that changing q leads to the emergence of new types of flow.
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