Group interactions based on agent opinion
نویسندگان
چکیده
Cooperative behavior among single agents based on interaction history has been a stimulating field of research among social scientists and multi-agent researchers. The situation becomes complex in case of a group of agents seeking help from another group. The opinion of the members of the helping group about each of the asking group members can be combined to evaluate such a request for help. Exploitative agents would want to be part of groups that receive helps from other groups, but will try to avoid having to help other groups. Such agents, revealing false opinion about the reputation of others, can cause unwarranted penalization of the requesting group. This leads to global performance degradation in terms of reduced inter-group cooperation, and increased cost for the individual agents. We assume randomly formed, shortlived group compositions and study two strategies to use the collective opinion of the members of a helping group and identify situations where truthful agents are able to maintain lower costs even in presence of lying agents. We also study the relative merits of the tw.o strategies in generating contracts in presence of lying agents.
منابع مشابه
Effect of individual opinions on group interactions
We have evaluated the effectiveness of a probabilistic reciprocity scheme for promoting cooperation among self-interested agents. The probabilistic reciprocity mechanism is used to determine whether an agent should cooperate when approached for help by another agent. The situation becomes more complex when a group of agents seek help from another group. The opinion of the members of the helping...
متن کاملOn symmetric continuum opinion dynamics
This paper investigates the asymptotic behavior of some common opinion dynamicmodels in a continuum of agents. We show that as long as the interactions among the agents aresymmetric, the distribution of the agents’ opinion converges. We also investigate whether conver-gence occurs in a stronger sense than merely in distribution, namely, whether the opinion of almostevery agent c...
متن کاملAnalytic Study of Opinion Dynamics in Multi-Agent Systems with Two Classes of Agents
This paper describes a model for opinion dynamics in multi-agent systems composed of two classes of agents. Each class is characterized by distinctive values of the parameters that govern opinion dynamics. The proposed model is inspired by kinetic theory of gases, according to which macroscopic properties of gases are described starting from microscopic interactions among molecules. By interpre...
متن کاملOn mean field solutions of kinetic exchange opinion models
We present here the exact solution of an infinite range, discrete, opinion formation model. The model shows an active-absorbing phase transition, similar to that numerically found in its recently proposed continuous version [Lallouache et al., Phys. Rev E 82, 056112 (2010)]. Apart from the two-agent interactions here we also report the effect of having three-agent interactions. The phase diagra...
متن کاملSimulations of Opinion Formation in Multi-Agent Systems Using Kinetic Theory
In this paper we formulate the problem of opinion formation using a physical metaphore. We consider a multiagent system where each agent is associated with an opinion and interacts with any other agent. Interpreting the agents as the molecules of a gas, we model the evolution of opinion in the system according to a kinetic model based on the analysis of interactions among agents. From a microsc...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2003