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On framework of behavioral and learning models of economic agents by multi-agent approach

Research Project

Project/Area Number 24710163
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Social systems engineering/Safety system
Research InstitutionTokyo Institute of Technology

Principal Investigator

YAMADA Takashi  東京工業大学, 総合理工学研究科(研究院), 助教 (90401570)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2012: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Keywordsマルチエージェント実験経済学 / 社会システム / 学習 / 行動ゲーム / 行動ゲーム理論 / マルチエージェントアプローチ / 社会・経済システム
Outline of Final Research Achievements

The objective of this research project is to establish the framework of behavioral and learning models of economic agents by theoretical, computational and experimental approach. For this purpose, the researcher takes up a game called Lowest Unique Integer Game where N players submit a positive integer up to M and the one whose choice is the lowest but unique is the winner. Then the researcher collects and analyzes the behavioral data from computer simulation and laboratory experiment, makes comparison between conventional learning models, and proposes a couple of learning models to better explain the actual individual behavior.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (14 results)

All 2015 2014 2013 2012

All Journal Article (8 results) (of which Peer Reviewed: 8 results,  Acknowledgement Compliant: 2 results) Presentation (6 results)

  • [Journal Article] <b>A Computational Study of “Do-It-Yourself Lottery&quot; with Incomplete Information</b>2014

    • Author(s)
      YAMADA, Takashi and TERANO, Takao
    • Journal Title

      Transactions of the Institute of Systems, Control and Information Engineers

      Volume: 27 Issue: 7 Pages: 299-308

    • DOI

      10.5687/iscie.27.299

    • NAID

      130004699722

    • ISSN
      1342-5668, 2185-811X
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A computational study of rule learning in 'Do-It-Yourself Lottery' with aggregate information2014

    • Author(s)
      YAMADA, Takashi and TERANO, Takao
    • Journal Title

      Advances in Social Simulation

      Volume: 11 Pages: 247-264

    • DOI

      10.1007/978-4-431-54847-8_16

    • ISBN
      9784431548461, 9784431548478
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A computational study of rule learning in 'Do-It-Yourself Lottery' with aggregate information2014

    • Author(s)
      YAMADA Takashi and TERANO Takao
    • Journal Title

      Advances in Social Simulation

      Volume: 8

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] A computational study of 'Do-It-Yourself Lottery' with incomplete information2014

    • Author(s)
      YAMADA Takashi and TERANO Takao
    • Journal Title

      Transactions of the Institute of Systems, Control and Information Engineering

      Volume: 27

    • NAID

      130004699722

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 社会シミュレーション手法による金融市場制度研究2013

    • Author(s)
      山田隆志
    • Journal Title

      計測と制御

      Volume: 52 Pages: 635-640

    • NAID

      10031188133

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Adaptive learning and quasi fictitious play in 'Do-It-Yourself Lottery' with imcomplete information2013

    • Author(s)
      YAMADA Takashi and TERANO Takao
    • Journal Title

      Advances in Intelligence Systems and Computing

      Volume: 229 Pages: 225-236

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Learning in 'Do-It-Yourself Lottery' with full information: a computational study2013

    • Author(s)
      YAMADA Takashi and TERANO Takao
    • Journal Title

      Agent-based Approaches in Economic and Social Complex Systems

      Volume: 7 Pages: 243-258

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Learning in "do-it-yourself lottery" with full information: a computational study2013

    • Author(s)
      YAMADA Takashi and TERANO Takao
    • Journal Title

      Agent-Based Approaches in Economic and Social Complex Systems VII

      Volume: 7

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] Playing Lowest Unique Integer Games2015

    • Author(s)
      YAMADA Takashi and HANAKI, Nobuyuki
    • Organizer
      The 20th Annual Workshop on the Economic Science with Heterogeneous Interacting Agents (WEHIA)
    • Place of Presentation
      Sophia Antipolis, France
    • Year and Date
      2015-05-21 – 2015-05-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] Experiments on Lowest Unique Integer Games2014

    • Author(s)
      YAMADA Takashi and HANAKI, Nobuyuki
    • Organizer
      the 2014 Annual Meeting of the Association of Southern European Economic Theorists (ASSET)
    • Place of Presentation
      Aix-en-Provence, France
    • Year and Date
      2014-11-06 – 2014-11-08
    • Related Report
      2014 Annual Research Report
  • [Presentation] Experiments on Least Unique Positive Integer Games2014

    • Author(s)
      HANAKI, Nobuyuki and YAMADA Takashi
    • Organizer
      14th SAET Conference on Current Trends in Economics
    • Place of Presentation
      Waseda University, Tokyo, Japan
    • Year and Date
      2014-08-19 – 2014-08-21
    • Related Report
      2014 Annual Research Report
  • [Presentation] Heterogeneity in Lowest Unique Integer Game2014

    • Author(s)
      YAMADA Takashi and HANAKI, Nobuyuki
    • Organizer
      The 38th Annual IEEE Computer Software and Applications Conference (COMPSAC 2014)
    • Place of Presentation
      Vasteras, Sweden
    • Year and Date
      2014-07-21 – 2014-07-25
    • Related Report
      2014 Annual Research Report
  • [Presentation] Rule learning with adaptive learning and quasi fictitious play in 'Do-It-Yourself Lottery' with incomplete information2013

    • Author(s)
      YAMADA Takashi and TERANO Takao
    • Organizer
      The 8th International Conference on Agent-based Approaches in Economic and Social Complex Systems (AESCS 2013)
    • Place of Presentation
      Shibaura Institute of Technology
    • Related Report
      2013 Research-status Report
  • [Presentation] A computational study of rule learning in "do-it-yourself lottery" with aggregate information2012

    • Author(s)
      YAMADA Takashi and TERANO Takao
    • Organizer
      4th World Congress on Social Simulation (WCSS 2012)
    • Place of Presentation
      Taipei, Taiwan
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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