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Stabilization and Emergence of Rule Dynamics in Dynamic Cognitive Agents with Internal Dynamics

Research Project

Project/Area Number 22700242
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Sensitivity informatics/Soft computing
Research InstitutionOkinawa National College of Technology

Principal Investigator

SATO Takashi  沖縄工業高等専門学校, メディア情報工学科, 助教 (70426576)

Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2012: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2011: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2010: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Keywords動的認知主体 / 内部ダイナミクス / imple Recurrent Network with Self-lnfluential Connections / ルールダイナミクス / Multi-Group Multi-Game / Minority Game / N-person Iterated Prisoners'Dilemma Game / ミクロマクロ・ループ / 自己影響結合付き再帰ネットワーク / N人版繰り返し囚人のジレンマゲーム / Simple Recurrent Network with Self-Influential Connections / Multi-Game / N-person Iterated Prisoners' Dilemma Game / マルチエージェント・システム / Multi-Group Minority Game / Simple Recurrent Network with Self-Influential Connection
Research Abstract

Based on the North's (1990) claim that rules can be stabilized by complex aggregation of the rules, we discussed the conditions to stabilize rule dynamics (RD), which is a dynamical change of the rules emerged at the macro level, by multi-player games in which many rules can exist simultaneously. The simulation results showed that the following three conditions are important for stabilization of the RD; 1) direct learning of the rules emerged at other groups and internalizing them, 2) conforming both simple and complex rules simultaneously, and 3) reducing frequency of movement of subjects among groups when there are more complex rules than simple ones.

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (9 results)

All 2013 2012 2011

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (7 results)

  • [Journal Article] Dynamics of rules inte rnalized in dynamic cognitive agents playing a multi-game2012

    • Author(s)
      Takashi Sato
    • Journal Title

      Journal of Ar tificial Life and Robotics

      Volume: Vol.17, No.2 Issue: 2 Pages: 306-311

    • DOI

      10.1007/s10015-012-0063-z

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Effect of interaction between rules on rule dynamics in a multi-group game2012

    • Author(s)
      Takashi Sato
    • Journal Title

      Journal of Artific ial Life and Robotics

      Volume: Vol.16, No.4 Issue: 4 Pages: 493-496

    • DOI

      10.1007/s10015-011-0971-3

    • Related Report
      2012 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Presentation] Stabilization and emer gence of rule dynamics in a multi-group multi-game2013

    • Author(s)
      Takashi Sato
    • Organizer
      7<th> International Workshop on Natural Computing
    • Place of Presentation
      東京大学
    • Year and Date
      2013-03-21
    • Related Report
      2012 Final Research Report
  • [Presentation] Stabilization and emergence of rule dynamics in a multi-group multi-game2013

    • Author(s)
      Takashi Sato
    • Organizer
      7th International Workshop on Natural Computing
    • Place of Presentation
      東京大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] マルチゲームにおける学習エージェントに内在化したルールによるマクロダイナミクスの安定化2012

    • Author(s)
      佐藤尚
    • Organizer
      第87回数理モデル化と問題解決(MPS)研究発表会
    • Place of Presentation
      鹿児島県
    • Year and Date
      2012-03-02
    • Related Report
      2012 Final Research Report 2011 Annual Research Report
  • [Presentation] Dynamics of rules inte rnalized in dynamic cognitive agents playing a multi-game2012

    • Author(s)
      Takashi Sato
    • Organizer
      The 17^<th> Inter national Symposium on Artificial Life and Robotics (AROB 17^<th>, 2012)
    • Place of Presentation
      大分県
    • Year and Date
      2012-01-19
    • Related Report
      2012 Final Research Report
  • [Presentation] Dynamics of rules internalized in dynamic cognitive agents playing a multi-game2012

    • Author(s)
      Takashi Sato
    • Organizer
      The 17^<th> International Symposium on Artificial Life and Robotics (AROB 17^<th>, 2012)
    • Place of Presentation
      大分県
    • Year and Date
      2012-01-19
    • Related Report
      2011 Annual Research Report
  • [Presentation] Effect of interaction between rules on rule dynamics in a multi-group minority game2011

    • Author(s)
      Takashi Sato
    • Organizer
      The 16^<th> International Symposium on ARTIFICIAL LIFE AND ROBOTICS (AROB 16^<th>, 2011)
    • Place of Presentation
      大分県
    • Year and Date
      2011-01-29
    • Related Report
      2012 Final Research Report
  • [Presentation] Effect of interaction between rules on rule dynamics in a multi-group minority game2011

    • Author(s)
      Takashi Sato
    • Organizer
      The 16^<th> International Symposium on ARTIFICIAL LIFE AND ROBOTICS (AROB 16^<th> '11)
    • Place of Presentation
      B-Con Plaza(大分県)
    • Year and Date
      2011-01-29
    • Related Report
      2010 Annual Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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