Emergence of cooperative societies in evolutionary games

Kan Leung Cheng, Inon Zuckerman, Ugur Kuter, Dana Nau

פרסום מחקרי: פרק בספר / בדוח / בכנספרסום בספר כנסביקורת עמיתים

תקציר

We utilize evolutionary game theory to study the evolution of cooperative societies and the behaviors of individual agents (i.e., players) in it. We present a novel player model based upon empirical evidence from the social and behavioral sciences, stating that: (1) an individual's behavior may often be motivated not only by self-interest but also by the consequences for the others, and (2) individuals vary in their interpersonal social tendencies, which reflect stable personal orientations that influence their choices. Alongside the formal player model we provide an analysis that considers possible interactions between different types of individuals. We present series of evolutionary simulations that ratify previous findings on evolution of cooperation, and provide new insights on the evolutionary process of cooperative behavior in a society as well as on the emergence of cooperative societies. Our main experimental result demonstrate that in contrast to previous common knowledge, increasing the value of mutual Reward or increasing mutual Punishment in the Prisoner's dilemma game do not result in the same type of cooperative society: while increasing R does result in a more cooperative society, increasing P does not.

שפה מקוריתאנגלית
כותר פרסום המארחProceedings of the 12th Annual Genetic and Evolutionary Computation Conference, GECCO '10 - Companion Publication
עמודים1793-1799
מספר עמודים7
מזהי עצם דיגיטלי (DOIs)
סטטוס פרסוםפורסם - 2010
פורסם באופן חיצוניכן
אירוע12th Annual Genetic and Evolutionary Computation Conference, GECCO-2010 - Portland, OR, ארצות הברית
משך הזמן: 7 יולי 201011 יולי 2010

סדרות פרסומים

שםProceedings of the 12th Annual Genetic and Evolutionary Computation Conference, GECCO '10 - Companion Publication

כנס

כנס12th Annual Genetic and Evolutionary Computation Conference, GECCO-2010
מדינה/אזורארצות הברית
עירPortland, OR
תקופה7/07/1011/07/10

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