DocumentCode :
229395
Title :
Evolution of intrinsic motives in a multi-player common pool resource game
Author :
Merrick, K.
Author_Institution :
Sch. of Eng. an Inf. Technol., Univ. of New South Wales, Canberra, ACT, Australia
fYear :
2014
fDate :
9-12 Dec. 2014
Firstpage :
1
Lastpage :
8
Abstract :
This paper proposes a game theoretic framework to model the evolution of individuals with different motives. First, the altered perception of individuals with different motives is modeled assuming they are engaged in a common pool resource game. It is shown that agents with different motives perceive the payoff matrix of the game differently. An evolutionary process is then simulated using replicator dynamics and mutation rules to study the evolution of agents with different motives. Results demonstrate that the average objective payoff achieved by a population of agents is higher in the presence of agents with different motives, even though some of these agents may misperceive the original game. These results illustrate the evolutionary benefit of motivation and provide evidence in support of further study of subjective rationality as a result of motivation in game theoretic settings.
Keywords :
evolutionary computation; game theory; multi-agent systems; agent evolution; agent motive; agent population; average objective payoff; evolutionary game; evolutionary process; game theoretic framework; intrinsic motive evolution; multiplayer common pool resource game; multiplayer prisoner dilemma; mutation rules; payoff matrix; replicator dynamics; subjective rationality; Compounds; Equations; Games; Mathematical model; Psychology; Sociology; Statistics; Motivation; evolution; game theory; misperception;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence for Human-like Intelligence (CIHLI), 2014 IEEE Symposium on
Conference_Location :
Orlando, FL
Type :
conf
DOI :
10.1109/CIHLI.2014.7013385
Filename :
7013385
Link To Document :
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