The Optional Prisoner's Dilemma in a Spatial Environment: Coevolving Game Strategy and Link Weights

September 19, 2016 ยท Declared Dead ยท ๐Ÿ› International Joint Conference on Computational Intelligence

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Authors Marcos Cardinot, Colm O'Riordan, Josephine Griffith arXiv ID 1609.06560 Category cs.NE: Neural & Evolutionary Cross-listed cs.MA, math.DS Citations 7 Venue International Joint Conference on Computational Intelligence Last Checked 4 months ago
Abstract
In this paper, the Optional Prisoner's Dilemma game in a spatial environment, with coevolutionary rules for both the strategy and network links between agents, is studied. Using a Monte Carlo simulation approach, a number of experiments are performed to identify favourable configurations of the environment for the emergence of cooperation in adverse scenarios. Results show that abstainers play a key role in the protection of cooperators against exploitation from defectors. Scenarios of cyclic competition and of full dominance of cooperation are also observed. This work provides insights towards gaining an in-depth understanding of the emergence of cooperative behaviour in real-world systems.
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