TY - GEN
T1 - Emergence of cooperative societies in evolutionary games
AU - Cheng, Kan Leung
AU - Zuckerman, Inon
AU - Kuter, Ugur
AU - Nau, Dana
PY - 2010
Y1 - 2010
N2 - 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.
AB - 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.
KW - Evolutionary game theory
KW - Social orientations
UR - http://www.scopus.com/inward/record.url?scp=77955963754&partnerID=8YFLogxK
U2 - 10.1145/1830761.1830805
DO - 10.1145/1830761.1830805
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AN - SCOPUS:77955963754
SN - 9781450300735
T3 - Proceedings of the 12th Annual Genetic and Evolutionary Computation Conference, GECCO '10 - Companion Publication
SP - 1793
EP - 1799
BT - Proceedings of the 12th Annual Genetic and Evolutionary Computation Conference, GECCO '10 - Companion Publication
T2 - 12th Annual Genetic and Evolutionary Computation Conference, GECCO-2010
Y2 - 7 July 2010 through 11 July 2010
ER -