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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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WRAP-using-tags-bootstrap-stereotypes-trust-Griffiths_2017 (1).pdf - Accepted Version - Requires a PDF viewer. Download (811Kb) | Preview |
Official URL: http://www.ifaamas.org/Proceedings/aamas2017/pdfs/...
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) | ||||||
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| Subjects: | Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software | ||||||
| Divisions: | Faculty of Science, Engineering and Medicine > 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 | ||||||
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| Page Range: | pp. 1691-1693 | ||||||
| Status: | Peer Reviewed | ||||||
| Publication Status: | Published | ||||||
| Access rights to Published version: | Open Access | ||||||
| Description: | Extended Abstract |
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| 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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