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Méta-Stratégies pour le Dilemme Itéré du Prisonnier

Jean-Paul Delahaye 1, 2 Philippe Mathieu 1, 2 
1 SMAC - Systèmes Multi-Agents et Comportements
CRIStAL - Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189
Abstract : We present in this paper two methods to evaluate and differentiate the general behaviours of cooperation and aggressiveness of strategies in the iterated prisoner's dilemma (IPD). The first method involves taking classes of strategies , sometimes with thousands of items ("complete classes" technique), grouping strategies into subclasses based on their cooperative or aggressive "temperament" then comprehensively assess these subclasses. Four kind of behaviour are confronted and compared. The second method is to operate transformations that "soften" or "harden" strategies of a given set and compare them with the results obtained with the initial set. Although examined classes of initial strategies are different, the results are remarkably stable and convergent. The conclusions that allow us to make precise comments about several kind of kindness and aggressiveness, have therefore a general scope. These methods can be then assimilated to experimental proofs.
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Submitted on : Monday, October 10, 2016 - 2:08:49 PM
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  • HAL Id : hal-01378567, version 1

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Jean-Paul Delahaye, Philippe Mathieu. Méta-Stratégies pour le Dilemme Itéré du Prisonnier. 24e Journées Francophones sur les Systèmes Multi-Agents (JFSMA'16), Oct 2016, Rouen, France. pp.13-22. ⟨hal-01378567⟩

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