论文标题
在多个图表上
On The Plurality of Graphs
论文作者
论文摘要
我们进行了一系列实验，旨在凭经验证明改变多代理紧急沟通游戏框架的结构特征的影响。具体而言，我们将单个试剂（节点）之间的相互作用（边缘）建模为根据一系列已知的随机图生成算法生成的图的结构。确认[10]中提出的假设，我们表明，这项工作引起的两个变异因素，即1）图形生成过程和2）根据对边缘进行采样的中心度度量，实际上在确定手头人群内部人群中语言的出现动力学方面起着重要作用。
We conduct a series of experiments designed to empirically demonstrate the effects of varying the structural features of a multi-agent emergent communication game framework. Specifically, we model the interactions (edges) between individual agents (nodes)as the structure of a graph generated according to a series of known random graph generating algorithms. Confirming the hypothesis proposed in [10], we show that the two factors of variation induced in this work, namely 1) the graph-generating process and 2) the centrality measure according to which edges are sampled, in fact play a significant role in determining the dynamics of language emergence within the population at hand.
