Literature DB >> 32523413

Bistable probabilities: a unified framework for studying rationality and irrationality in classical and quantum games.

Shahram Dehdashti1, Lauren Fell1, Abdul Karim Obeid1, Catarina Moreira1, Peter Bruza1.   

Abstract

This article presents a unified probabilistic framework that allows both rational and irrational decision-making to be theoretically investigated and simulated in classical and quantum games. Rational choice theory is a basic component of game-theoretic models, which assumes that a decision-maker chooses the best action according to their preferences. In this article, we define irrationality as a deviation from a rational choice. Bistable probabilities are proposed as a principled and straightforward means for modelling (ir)rational decision-making in games. Bistable variants of classical and quantum Prisoner's Dilemma, Stag Hunt and Chicken are analysed in order to assess the effect of (ir)rationality on agent utility and Nash equilibria. It was found that up to three Nash equilibria exist for all three classical bistable games and maximal utility was attained when agents were rational. Up to three Nash equilibria exist for all three quantum bistable games; however, utility was shown to increase according to higher levels of agent irrationality.
© 2020 The Author(s).

Entities:  

Keywords:  bistable probabilities; game theory; irrational decision-making; quantum games

Year:  2020        PMID: 32523413      PMCID: PMC7277124          DOI: 10.1098/rspa.2019.0839

Source DB:  PubMed          Journal:  Proc Math Phys Eng Sci        ISSN: 1364-5021            Impact factor:   2.704


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