Is it Accidental or Intentional? A Symbolic Approach to the Noisy Iterated Prisoner's Dilemma

Tsz-Chiu Au and Dana Nau
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Tsz-Chiu Au: Department of Computer Science and Institute for Systems Research, University of Maryland, College Park, MD 20742, USA
Dana Nau: Department of Computer Science and Institute for Systems Research, University of Maryland, College Park, MD 20742, USA

Chapter 10 in The Iterated Prisoners' Dilemma:20 Years On, 2007, pp 231-262 from World Scientific Publishing Co. Pte. Ltd.

Abstract: AbstractThe following sections are included:IntroductionMotivation and ApproachIterated Prisoner's Dilemma with NoiseStrategies, Policies, and Hypothesized PoliciesDerived Belief StrategyLearning Hypothesized Policies in Noisy EnvironmentsLearning by Discounted FrequenciesDeficiencies of Discounted Frequencies in Noisy EnvironmentsIdentifying Deterministic Rules Using InductionSymbolic Noise Detection and Temporary ToleranceCoping with Ignorance of the Other Player's New BehaviorThe Move Generator in DBSCompetition ResultsOverall Average ScoresDBS versus the Master-and-Slaves StrategiesA comparison between DBSz, TFT, and TFTTRelated WorkSummary and Future WorkAcknowledgmentReferences

Keywords: Iterated Prisoners Dilemma; Game Theory; Cooperation; Defection; Competition; Axelrod (search for similar items in EconPapers)
JEL-codes: C1 C5 C7 (search for similar items in EconPapers)
Date: 2007
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