An N-player prisoner’s dilemma in a robotic ecosystem |
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Authors: | Andreas Birk Julie Wiernik |
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Affiliation: | a International University Bremen, Campus Ring 1, 28759 Bremen, Germany b Vrije Universiteit Brussel, AI-Lab, Pleinlaan 2, 1050 Brussels, Belgium |
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Abstract: | The iterated prisoner’s dilemma (iPD) in its standard form is a very well-known popular basis for research on cooperation. Here, a significant generalization of the iPD is presented in the form of an N-player game, instead of only two players, with continuous degrees of cooperation, instead of binary cooperation or defection. This continuous N-player PD (CN-PD) is motivated and explained by an actual experimental set-up in the form of an artificial ecosystem including mobile robots. Furthermore, the novel strategy of the so-called Justified-Snobism (JS) is introduced, which tries to cooperate slightly more than the average of the group of players. Results from sets of experiments with N=20 are presented that indicate that JS is indeed a successful strategy in the CN-PD. |
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Keywords: | Cooperation Teams Game theory Ecosystem Animat |
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