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Using tags to bootstrap stereotypes and trust

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Player, C. and Griffiths, Nathan (2017) Using tags to bootstrap stereotypes and trust. In: 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2017), Sao Paulo, Brazil, 8–12 May 2017. Published in: Proceedings of 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2017) pp. 1691-1693.

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Abstract

Agents joining multi-agent systems (MAS) face two significant problems: they do not know who to trust and others do not know if they are trustworthy. Our contribution extends trust and stereotype approaches to use a comparison of agents’ observable features, called tags, as an initial indication of expected behaviour. The results show an improvement in agents’ rewards in the early stages of their lifetimes, prior to having sufficient information to use trust or stereotype methods.

Item Type: Conference Item (Paper)
Subjects: Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software
Divisions: Faculty of Science > Computer Science
Library of Congress Subject Headings (LCSH): Multiagent systems, Reinforcement learning
Journal or Publication Title: Proceedings of 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2017)
Publisher: IFAAMAS
Official Date: 2017
Dates:
DateEvent
2017Published
25 January 2017Accepted
Page Range: pp. 1691-1693
Status: Peer Reviewed
Publication Status: Published
Access rights to Published version: Open Access
Description:

Extended Abstract

RIOXX Funder/Project Grant:
Project/Grant IDRIOXX Funder NameFunder ID
UNSPECIFIED[EPSRC] Engineering and Physical Sciences Research Councilhttp://dx.doi.org/10.13039/501100000266
Conference Paper Type: Paper
Title of Event: 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2017)
Type of Event: Conference
Location of Event: Sao Paulo, Brazil
Date(s) of Event: 8–12 May 2017
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