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