Evidence map›Paper›PMID 32523413›Full record

ArticleProceedings. Mathematical, physical, and engineering sciences2020

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

Shahram Dehdashti, Lauren Fell, Abdul Karim Obeid, Catarina Moreira, Peter Bruza

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In one paragraph

Article in Proceedings. Mathematical, physical, and engineering sciences, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Shahram DehdashtiSchool of Information Systems, Queensland University of Technology, Brisbane, Australia.
Lauren FellSchool of Information Systems, Queensland University of Technology, Brisbane, Australia.
Abdul Karim ObeidSchool of Information Systems, Queensland University of Technology, Brisbane, Australia.
Catarina MoreiraSchool of Information Systems, Queensland University of Technology, Brisbane, Australia.
Peter BruzaSchool of Information Systems, Queensland University of Technology, Brisbane, Australia.ORCID 0000-0001-7999-0534

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

bistable probabilitiesgame theoryirrational decision-makingquantum games

Identifiers

PMID32523413
PMCPMC7277124

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.