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Emergence of norms in interactions with complex rewards
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Abeywickrama, Dhaminda B., Griffiths, Nathan, Xu, Zhou and Mouzakitis, Alex (2023) Emergence of norms in interactions with complex rewards. In: AAMAS '23: International Conference on Autonomous Agents and Multiagent Systems, London, United Kingdom, 29 May - 2 Jun 2023. Published in: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems pp. 2280-2282. ISBN 9781450394321. doi:10.5555/3545946.3598906
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Official URL: https://dl.acm.org/doi/10.5555/3545946.3598906
Abstract
Autonomous systems are becoming pervasive, and as they become applied to highly dynamic and heterogeneous environments there is a need to model and understand more complex and nuanced agent interactions than have been previously studied. This paper proposes an agent-based modelling approach, based on norm emergence, to investigate such interactions. While there is typically an ideal set of compatible actions which lead to an optimal norm, in complex environments there may also be combinations that are compatible and yield positive (but not optimal) rewards. We illustrate our model of such scenarios using the case of an autonomous vehicle performing a manoeuvre at a T-intersection.
Item Type: | Conference Item (Paper) | ||||
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Divisions: | Faculty of Science, Engineering and Medicine > Science > Computer Science | ||||
Series Name: | AAMAS '23 | ||||
Journal or Publication Title: | Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems | ||||
Publisher: | International Foundation for Autonomous Agents and Multiagent Systems | ||||
ISBN: | 9781450394321 | ||||
Official Date: | 30 May 2023 | ||||
Dates: |
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Page Range: | pp. 2280-2282 | ||||
DOI: | 10.5555/3545946.3598906 | ||||
Status: | Peer Reviewed | ||||
Publication Status: | Published | ||||
Access rights to Published version: | Restricted or Subscription Access | ||||
Conference Paper Type: | Paper | ||||
Title of Event: | AAMAS '23: International Conference on Autonomous Agents and Multiagent Systems | ||||
Type of Event: | Conference | ||||
Location of Event: | London, United Kingdom | ||||
Date(s) of Event: | 29 May - 2 Jun 2023 |
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