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Complete Classes of Strategies for the Classical Iterated Prisoner's Dilemma

by: Bruno Beaufils, Jean-Paul Delahaye, and Philippe Mathieu
In: Evolutionary Programming VII Berlin: Springer (1998) , p. 33--41.
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Abstract

The Classical Iterated Prisoner’s Dilemma CIPD is used to study the evolution of cooperation. We show, with a genetic approach, how basic ideas could be used in order to generate automatically a great numbers of strategies. Then we show some results of ecological evolution on those strategies, with the description of the experimentations we have made. Our main purpose is to find an objective method to evaluate strategies for the CIPD. Finally we use the former results to add a new argument confirming that there is, in order to be good, an infinite gradient in the level of complexity in structure of strategies.

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