The advantage of higher-order theory of mind in the game of limited bidding

H. De Weerd, B. Verheij

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

6 Citations (Scopus)

Abstract

Higher-order theory of mind is the ability to recursively model mental states of other agents. It is known that adults in general can reason adequately at the second order (covering attributions like "Alice knows that Bob knows that she wrote a novel under pseudonym"), but there are cognitive limits on higher-order theory of mind. For example, children under the age of around 6 cannot correctly apply second-order theory of mind, and it seems to be a uniquely human ability. In this paper, we make use of agent-based models to investigate the advantage of applying a higher-order theory of mind among agents with bounded rationality. We present a model of computational agents in the competitive setting of the limited bidding game, and describe how agents achieve
theory of mind by simulating the decision making process of their opponent as if it were their own. Based on the results of a tournament held between these agents, we find diminishing returns on making use of increasingly higher orders of theory of mind.
Original languageEnglish
Title of host publicationProceedings of the Workshop on Reasoning About Other Minds
Subtitle of host publicationLogical and Cognitive Perspectives (RAOM-2011)
EditorsJ. van Eijck, L. C. Verbrugge
Place of PublicationAachen
PublisherCEUR Workshop Proceedings
Pages149-164
Number of pages16
Volume751
Publication statusPublished - 2011
EventWorkshop on Reasoning About Other Minds: Logical and Cognitive Perspectives (RAOM-2011) - Groningen, Netherlands
Duration: 11-Jul-2011 → …

Conference

ConferenceWorkshop on Reasoning About Other Minds: Logical and Cognitive Perspectives (RAOM-2011)
CountryNetherlands
CityGroningen
Period11/07/2011 → …

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