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Intention Recognition Promotes the Emergence of Cooperation: A Corpus-Based Model

  • The Anh HanEmail author
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Part of the Studies in Applied Philosophy, Epistemology and Rational Ethics book series (SAPERE, volume 9)

Introduction

Similarly to the previous chapter, by resorting to the tools of Evolutionary Game Theory (EGT) we study the role of intention recognition in the evolution of cooperative behavior, within the repeated interaction setting. But in contrast to the model therein, herein a model to recognize a larger set of conceivable intentions, in terms of more sophisticated patterns of behavioral strategies for the Iterated Prisoner’s Dilemma (IPD), is provided. As such, we set forth a novel strategy that is able to assign an intention to the actions of opponents—on the basis of an acquired corpus consisting of possible plans achieving that intention—as well as to then make decisions on the basis of such recognized intentions.

Keywords

Memory Size Training Corpus Game State Evolutionary Game Theory Previous Chapter 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2013

Authors and Affiliations

  1. 1.Artificial Intelligence LabVrije Universiteit BrusselBrusselsBelgium

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