RAISE the bar: Restriction of action spaces for improved social welfare and equity in traffic management
Oesterle, Michael
;
Grams, Tim
;
Bartelt, Christian
;
Stuckenschmidt, Heiner
URL:
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https://dl.acm.org/doi/10.5555/3635637.3663009
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URN:
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urn:nbn:de:bsz:180-madoc-674351
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Document Type:
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Conference or workshop publication
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Year of publication:
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2024
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Book title:
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Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems
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Page range:
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1492-1500
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Conference title:
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AAMAS '23: International Conference on Autonomous Agents and Multiagent Systems
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Location of the conference venue:
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Auckland, New Zealand
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Date of the conference:
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6.-10.5.2024
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Publisher:
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Dastani, Mehdi
;
Sichman, Jaime Simão
;
Alechina, Natasha
;
Dignum, Virginia
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Place of publication:
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Richland, SC
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Publishing house:
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International Foundation for Autonomous Agents and Multiagent Systems
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ISBN:
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979-8-4007-0486-4
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Publication language:
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English
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Institution:
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Außerfakultäre Einrichtungen > Institut für Enterprise Systems (InES)
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Pre-existing license:
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Creative Commons Attribution 4.0 International (CC BY 4.0)
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Subject:
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004 Computer science, internet
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Keywords (English):
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equity , fairness , governance , multi-agent system , restriction , traffic management
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Abstract:
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Restriction-based governance has recently been proposed as an alternative to reward shaping for achieving system-level goals in competitive multi-agent systems. In this work, we apply these two approaches to the domain of traffic management, specifically investigating their efficacy and fairness. Our results show that edge restrictions in congested traffic networks are superior to dynamic pricing with regard to equity (i.e., equal treatment of agents) while achieving comparable travel-time improvements. We argue that the former metric, as an adequate proxy for fairness, can be crucial for the quality and acceptance of a governance scheme, particularly when human agents are affected.
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| Dieser Eintrag ist Teil der Universitätsbibliographie. |
| Das Dokument wird vom Publikationsserver der Universitätsbibliothek Mannheim bereitgestellt. |
Search Authors in
BASE:
Oesterle, Michael
;
Grams, Tim
;
Bartelt, Christian
;
Stuckenschmidt, Heiner
Google Scholar:
Oesterle, Michael
;
Grams, Tim
;
Bartelt, Christian
;
Stuckenschmidt, Heiner
ORCID:
Oesterle, Michael ; Grams, Tim ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
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