Proceedings ArticleDOI
Information Sharing in the Iterated Prisoner's Dilemma Game
Ayman Ghoneim,Hussein A. Abbass,Michael Barlow +2 more
- pp 56-62
TLDR
It is shown that information sharing alters the dynamics of the IPD game, through access to the common strategy adopted by the majority of the population in the previous generation.Abstract:
In the iterated prisoner's dilemma (IPD) game, players normally have access to their own history, without being able to communicate global information. In this paper, we introduce information sharing among players of the IPD game. During the co-evolutionary process, players obtain access, through information sharing, to the common strategy adopted by the majority of the population in the previous generation. An extra bit is added to the history portion in the strategy chromosome. This extra bit holds a value of 0 if the decisions to cooperate were greater than the decisions to defect in the last generation and 1 if otherwise. We show that information sharing alters the dynamics of the IPD gameread more
Citations
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On trust and influence: A computational red teaming game theoretic perspective
Eleni Petraki,Hussein A. Abbass +1 more
TL;DR: A Computational Red Teaming (CRT) based model of trust is synthesized that defines opportunities whereby computational intelligence techniques, more specifically, evolutionary game theory researchers, can contribute to this vastly growing research area.
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A study on constructing fuzzy systems for high-level decision making in a car racing game
TL;DR: The performance of fuzzy rule-based systems in a car racing domain is examined and the effect of sensory information on the high-level decision making is examined.
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Beyond Privacy Trade-offs with Structured Transparency.
TL;DR: This paper offers a general theoretical framework and vocabulary, including characterizing the fundamental components -- input privacy, output privacy, input verification, output verification, and flow governance -- and fundamental problems of copying, bundling, and recursive oversight, and argues that these barriers are less fundamental than they often appear.
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Designing high-level decision making systems based on fuzzy if–then rules for a point-to-point car racing game
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TL;DR: Two methods to obtain a set of training patterns and two representations of input vectors for the fuzzy rule-based systems are examined, which are used to make a high-level decision where the target waypoint to take is determined.
Proceedings ArticleDOI
Investigating alliance dynamics using a co-evolutionary iterated prisoner’s dilemma with an exit option
TL;DR: An evolutionary version of the iterated prisoner's dilemma game with exit option is introduced to better understand alliance activity and investigates whether the observations from the mathematical solution continue to hold in the evolutionary environment.
References
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Book
The Evolution of Cooperation
TL;DR: In this paper, a model based on the concept of an evolutionarily stable strategy in the context of the Prisoner's Dilemma game was developed for cooperation in organisms, and the results of a computer tournament showed how cooperation based on reciprocity can get started in an asocial world, can thrive while interacting with a wide range of other strategies, and can resist invasion once fully established.
Journal ArticleDOI
The Evolution of Cooperation
R. B. Greene,Robert Axelrod +1 more
TL;DR: A model is developed based on the concept of an evolutionarily stable strategy in the context of the Prisoner's Dilemma game to show how cooperation based on reciprocity can get started in an asocial world, can thrive while interacting with a wide range of other strategies, and can resist invasion once fully established.
Book
Genetic Algorithms and Simulated Annealing
TL;DR: A detergent composition mainly for automatic laundering machines which comprises, on the basis of 100 parts by weight of total composition, at least 60 parts of soap and no more than 10 parts of a mixture of surfactants which impart an excellent detergent ability and foam control even in very soft waters and non-polluting properties.
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