Deep False-Name-Proof Auction Mechanisms

Yuko Sakurai, Satoshi Oyama, Mingyu Guo, Makoto Yokoo

研究成果: 著書/レポートタイプへの貢献会議での発言

抜粋

We explore an approach to designing false-name-proof auction mechanisms using deep learning. While multi-agent systems researchers have recently proposed data-driven approaches to automatically designing auction mechanisms through deep learning, false-name-proofness, which generalizes strategy-proofness by assuming that a bidder can submit multiple bids under fictitious identifiers, has not been taken into account as a property that a mechanism has to satisfy. We extend the RegretNet neural network architecture to incorporate false-name-proof constraints and then conduct experiments demonstrating that the generated mechanisms satisfy false-name-proofness.

元の言語英語
ホスト出版物のタイトルPRIMA 2019
ホスト出版物のサブタイトルPrinciples and Practice of Multi-Agent Systems - 22nd International Conference, Proceedings
編集者Matteo Baldoni, Mehdi Dastani, Beishui Liao, Yuko Sakurai, Rym Zalila Wenkstern
出版者Springer
ページ594-601
ページ数8
ISBN(印刷物)9783030337919
DOI
出版物ステータス出版済み - 1 1 2019
イベント22nd International Conference on Principles and Practice of Multi-Agent Systems, PRIMA 2019 - Turin, イタリア
継続期間: 10 28 201910 31 2019

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
11873 LNAI
ISSN(印刷物)0302-9743
ISSN(電子版)1611-3349

会議

会議22nd International Conference on Principles and Practice of Multi-Agent Systems, PRIMA 2019
イタリア
Turin
期間10/28/1910/31/19

    フィンガープリント

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

これを引用

Sakurai, Y., Oyama, S., Guo, M., & Yokoo, M. (2019). Deep False-Name-Proof Auction Mechanisms. : M. Baldoni, M. Dastani, B. Liao, Y. Sakurai, & R. Zalila Wenkstern (版), PRIMA 2019: Principles and Practice of Multi-Agent Systems - 22nd International Conference, Proceedings (pp. 594-601). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 11873 LNAI). Springer. https://doi.org/10.1007/978-3-030-33792-6_45