| Fast winner determination for agent coordination with SBB auctions |
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International Conference on Autonomous Agents
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Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
table of contents
Budapest, Hungary
SESSION: Interactions
table of contents
Pages 1197-1198
Year of Publication: 2009
ISBN:978-0-9817381-7-8
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Authors
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Kenny Daniel
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University of Southern California, Los Angeles, CA
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Sven Koenig
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University of Southern California, Los Angeles, CA
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Downloads (6 Weeks): 3, Downloads (12 Months): 7, Citation Count: 0
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ABSTRACT
The runtime of winner determination for each round of a sequential bundle-bid auction (= SBB auction) has recently been shown to be linear in the number of submitted bids, which makes SBB auctions appealing for solving cooperative task-assignment problems. In this paper, we introduce the Shrewd (= SHrewd Resource Efficient Winner Determination) algorithm, whose runtime is linear in the number of submitted bids but typically much smaller than the runtime of the existing winner-determination algorithm for SBB auctions, making them feasible for larger bundle sizes.
REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
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M. Dias, R. Zlot, N. Kalra, and A. Stentz. Market-based multirobot coordination: A survey and analysis. Proceedings of the IEEE, 94:1257--1270, 2006.
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S. Koenig, C. Tovey, X. Zheng, and I. Sungur. Sequential bundle-bid single-sale auction algorithms for decentralized control. In Proceedings of the International Joint Conference on Artificial Intelligence, pages 1359--1365, 2007.
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M. Lagoudakis, V. Markakis, D. Kempe, P. Keskinocak, S. Koenig, A. Kleywegt, C. Tovey, A. Meyerson, and S. Jain. Auction-based multi-robot routing. In Proceedings of the International Conference on Robotics: Science and Systems, 2005.
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C. Tovey, M. Lagoudakis, S. Jain, and S. Koenig. The generation of bidding rules for auction-based robot coordination. In L. Parker, F. Schneider, and A. Schultz, editors, Multi-Robot Systems: From Swarms to Intelligent Automata, pages 3--14. Springer, 2005.
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INDEX TERMS
Primary Classification:
I.
Computing Methodologies
I.2
ARTIFICIAL INTELLIGENCE
General Terms:
Algorithms,
Design,
Experimentation,
Performance
Keywords:
auctions,
combinatorial auction,
coordination,
decentralized control,
distributed problem solving,
sequential bundle-bid single-sale auction,
task allocation,
winner determination
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