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

In: The Iterated Prisoners' Dilemma 20 Years On

Author

Listed:
  • 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)

Abstract

The 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

Suggested Citation

  • Tsz-Chiu Au & Dana Nau, 2007. "Is it Accidental or Intentional? A Symbolic Approach to the Noisy Iterated Prisoner's Dilemma," World Scientific Book Chapters, in: The Iterated Prisoners' Dilemma 20 Years On, chapter 10, pages 231-262, World Scientific Publishing Co. Pte. Ltd..
    • Handle: RePEc:wsi:wschap:9789812770684_0010
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    Keywords

    Iterated Prisoners Dilemma; Game Theory; Cooperation; Defection; Competition; Axelrod;
    All these keywords.

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • C7 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory
    • C5 - Mathematical and Quantitative Methods - - Econometric Modeling

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