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Generosity and the emergence of forgiveness in the donation game
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Griffiths, Nathan and Oren, Nir (2023) Generosity and the emergence of forgiveness in the donation game. In: ECAI 2023 : 26th European Conference on Artificial Intelligence, Kraków, Poland, 30 Sep - 5 Oct 2023. Published in: ECAI 2023, 372 pp. 916-923. ISBN 9781643684369. doi:10.3233/FAIA230361
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Official URL: https://doi.org/10.3233/FAIA230361
Abstract
Research has shown that cooperative action struggles to emerge in the noisy variant of the donation game, a simple model of noisy multi-agent systems where indirect reciprocity is required to maximise utility. Such noise can arise when agents may have an incorrect view of the reputation of their interaction partners, or when the actions themselves may fail. Concepts such as generosity, as well as the use of higher-order norms, have been investigated as mechanisms to facilitate cooperation in such environments, but often are not effective or require additional assumptions or infrastructure in the system to operate. In this paper, we demonstrate both analytically and empirically that a simple form of generosity when combined with fine grained reputation can help cooperation emerge. We also show that the use of individual forgiveness strategies rather than the presence of global generosity can support cooperation in such environments.
Item Type: | Conference Item (Paper) | ||||||
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Divisions: | Faculty of Science, Engineering and Medicine > Science > Computer Science | ||||||
Series Name: | Frontiers in Artificial Intelligence and Applications | ||||||
Journal or Publication Title: | ECAI 2023 | ||||||
Publisher: | IOS Press | ||||||
ISBN: | 9781643684369 | ||||||
Official Date: | September 2023 | ||||||
Dates: |
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Volume: | 372 | ||||||
Page Range: | pp. 916-923 | ||||||
DOI: | 10.3233/FAIA230361 | ||||||
Status: | Peer Reviewed | ||||||
Publication Status: | Published | ||||||
Access rights to Published version: | Open Access (Creative Commons) | ||||||
Date of first compliant deposit: | 18 July 2023 | ||||||
Date of first compliant Open Access: | 2 October 2023 | ||||||
Conference Paper Type: | Paper | ||||||
Title of Event: | ECAI 2023 : 26th European Conference on Artificial Intelligence | ||||||
Type of Event: | Conference | ||||||
Location of Event: | Kraków, Poland | ||||||
Date(s) of Event: | 30 Sep - 5 Oct 2023 | ||||||
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