The Optional Prisoner's Dilemma in a Spatial Environment: Coevolving Game Strategy and Link Weights
September 19, 2016 ยท Declared Dead ยท ๐ 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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