Human Negotiation Skill Development via Agent-based Social Simulation

• Project/Area Number: 19700133
• Research Category: Grant-in-Aid for Young Scientists (B)
• Allocation Type: Single-year Grants
• Research Field: Intelligent informatics
• Research Institution: The University of Electro-Communications
• Principal Investigator: TAKADAMA Keiki The University of Electro-Communications, 電気通信学部, 准教授 (20345367)
• Project Period (FY): 2007 – 2008
• Project Status: Completed (Fiscal Year 2008)
• Budget Amount: ¥3,620,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥420,000); Fiscal Year 2008: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000); Fiscal Year 2007: ¥1,800,000 (Direct Cost: ¥1,800,000)
• Keywords: エージェント / 社会シミュレーション / モデル化 / 交渉 / 人材育成

Research Abstract

本研究では,社会シミュレーションを人材育成に活用し,その有効性を明確にすることを目的とする.具体的には,社会生活を営む上で欠くことのできない交渉に着目し,人間をエージェントとやりとりさせることによって人間の交渉力を向上させることに成功した.

Research Products

• [Journal Article] Micro- and Macro-level Validation in Agent-based Simulation: Reproduction of Human-like Behaviors and Thinking in a Sequential Bargaining Game Simulation: Switching Learning Mechanisms in Agents (2008)
  • Author(s): Takadama, K., Kawai, T., and Koyama, Y.
  • Journal Title: The Journal of Artificial Societies and Social Simulation (JASSS) Vol.11,No.2
  • Peer Reviewed
• [Journal Article] Progress in Model-To-Model Analysis (2008)
  • Author(s): Rouchier, J., Cioffi-Revilla, C., Polhill J. G., and Takadama, K.
  • Journal Title: The Journal of Artificial Societies and Social Simulation (JASSS) Vol.11, No.2
  • Peer Reviewed
• [Journal Article] Micro-and Macro-level Validation in Agent-based Simulation : Reproduction ofHuman-like Behaviors and Thinking in a Sequential Bargaining Game (2008)
  • Author(s): Takadama, K., Kawai, T., and Koyama, Y.
  • Journal Title: The Journal of Artificial Societies and Social Simulation (JASSS) Vol.11, No. 2(オンラインジャーナル)
  • Peer Reviewed
• [Journal Article] Micro- and Macro-level Validation in Agent-based Simulation:Reproduction of Human-like Behaviors and Thinking in a Sequential Bargaining Game Simulation: Switching Learning Mechanisms in Agents (2008)
  • Author(s): Takadama, K., Kawai, T., Koyama, Y.
  • Journal Title: The Journal of Artificial Societies and Social Simulation (JASSS) 11-2
  • Peer Reviewed
• [Journal Article] Progress in ModeI-To-Model Analysis (2008)
  • Author(s): Rouchier, J., Cioffi-Revilla, C., Polhill, J. G., Takadama, K.
  • Journal Title: The Journal of Artificial Societies and Social Simulation (JASSS) 11-2
  • Peer Reviewed
• [Presentation] 人間挙動の再現に向けたエージェントモデル : 学習回数削減の観点から (2009)
  • Author(s): 八町康世, 高玉圭樹
  • Organizer: 人工知能学会, JAWS'08(Joint Agent Workshops and Symposium)
  • Place of Presentation: 滋賀
  • Year and Date: 2009-10-30
• [Presentation] 国際排出権取引の参加国モデルと経済予測 (2009)
  • Author(s): 仲田知弘, 高玉圭樹, 渡辺成良
  • Organizer: 人工知能学会, JAWS'08(Joint Agent Workshops and Symposium)
  • Place of Presentation: 滋賀
  • Year and Date: 2009-10-30
• [Presentation] Replicating Subject Experiments With Agents That Can GeneralizeKnowledge : Analyzing Bargaining Game Agents (2009)
  • Author(s): Hatcho, Y. and Takadama, K
  • Organizer: The Second World Congress on Social Simulation (WCSS'08)
  • Place of Presentation: アメリカバーシニア州
  • Year and Date: 2009-07-17
• [Presentation] Agent-Based Modeling of the Participant Nations and the Compliance Mechanism in the Emissions Trading (2009)
  • Author(s): Nakata, T., Takadama, K., and Watanabe, S.
  • Organizer: The Second World Congress on Social Simulation (WCSS'08)
  • Place of Presentation: アメリカバーシニア州
  • Year and Date: 2009-07-17
• [Presentation] バルンガゲームにおける集団適応エージェントの設計とその分析 (2009)
  • Author(s): 牛田 裕也,佐藤 圭二,服部 聖彦,高玉圭樹
  • Organizer: 計測自動制御学会,第36 回知能システムシンポジウム
  • Place of Presentation: 京都.
  • Year and Date: 2009-03-17
• [Presentation] エージェントに基づく社会シミュレーションの人材育成への展開 (2009)
  • Author(s): 高玉 圭樹
  • Organizer: 財団法人 国際高等研究所,第13 回「スキルと組織」研究会
  • Place of Presentation: 京都
  • Year and Date: 2009-03-17
• [Presentation] バルンガゲームにおける集団適応エージェントの設計とその分析 (2009)
  • Author(s): 牛田裕也, 佐藤圭二, 服部聖彦, 高玉圭樹
  • Organizer: 計測自動制御学会, 第36回知能システムシンポジウム
  • Place of Presentation: 京都
  • Year and Date: 2009-03-17
• [Presentation] エージェントに基づく社会シミュレーションの人材育成への展開 (2009)
  • Author(s): 高玉圭樹
  • Organizer: 財団法人国際高等研究所, 第13回「スキルと組織」研究会
  • Place of Presentation: 京都
  • Year and Date: 2009-03-07
• [Presentation] 人間挙動再現に向けたエージェント設計:社会シミュレーションにおけるミクロマクロレベル妥当性検証 (2008)
  • Author(s): 高玉 圭樹
  • Organizer: NPO 横断型基幹科学技術研究団体連合,第3 回社会デザイン調査研会
  • Place of Presentation: 東京
  • Year and Date: 2008-12-08
• [Presentation] 人間挙動再現に向けたエージェント設計 : 社会シミュレーションにおけるミクロマクロレベル妥当性検証 (2008)
  • Author(s): 高玉圭樹
  • Organizer: NPO横断型基幹科学技術研究団体連合, 第3回社会デザイン調査研究会
  • Place of Presentation: 東京
  • Year and Date: 2008-12-08
• [Presentation] 人間挙動の再現に向けたエージェントモデル:学習回数削減の観点から (2008)
  • Author(s): 八町 康世,高玉 圭樹
  • Organizer: 人工知能学会,JAWS'08
  • Place of Presentation: 滋賀
  • Year and Date: 2008-10-30
• [Presentation] 国際排出権取引の参加国モデルと経済予測 (2008)
  • Author(s): 仲田知弘,高玉圭樹,渡辺成良
  • Organizer: 人工知能学会,JAWS'08
  • Place of Presentation: 滋賀
  • Year and Date: 2008-10-30
• [Presentation] Modeling Knowledge Generalization Capability in Agent to Replicate Subject Experiment Result (2008)
  • Author(s): Hatcho, Y. and Takadama, K.
  • Organizer: SICE Annual Conference 2008
  • Place of Presentation: Tokyo
  • Year and Date: 2008-08-20
• [Presentation] Simulation Analysis of the Participant Nations Behavior in the Emissions Trading (2008)
  • Author(s): Nakata, T., Takadama, K., and Watanabe, S.
  • Organizer: SICE Annual Conference 2008
  • Place of Presentation: Tokyo
  • Year and Date: 2008-08-20
• [Presentation] Modeling Knowledge Generalization Capability in Agent to Replicate Subiect Experiment Result (2008)
  • Author(s): Hatcho, Y. and Takadama, K.
  • Organizer: SICE Annual Conference 2008
  • Place of Presentation: 東京
  • Year and Date: 2008-08-20
• [Presentation] Simulation Analysis of the Participant Nations Behavior in the Emissions Trading (2008)
  • Author(s): Nakata, T., Takadama, K., and Watanabe, S.
  • Organizer: SICE Annual Conference 2008
  • Place of Presentation: 東京
  • Year and Date: 2008-08-20
• [Presentation] Replicating Subject Experiments With Agents That Can Generalize Knowledge: Analyzing Bargaining Game Agents (2008)
  • Author(s): Hatcho, Y. and Takadama, K.
  • Organizer: The Second World Congress on Social Simulation
  • Place of Presentation: USA
  • Year and Date: 2008-07-17
• [Presentation] Agent-Based Modeling of the Participant Nations and the Compliance Mechanism in the Emissions Trading (2008)
  • Author(s): Nakata, T., Takadama, K., and Watanabe, S.
  • Organizer: The Second World Congress on Social Simulation (WCSS'08)
  • Place of Presentation: USA
  • Year and Date: 2008-07-17
• [Presentation] Modeling Knowledge Generalization Capability in Agent to Replicate Subject Experiment Result (2008)
  • Author(s): Hatcho, Y. Takadama, K.
  • Organizer: SICE Annual Conference 2008
  • Place of Presentation: 東京
• [Presentation] Can Agents Acquire Human-like Behaviors in a Sequential Bargaining Game? - Comparison of Roth's and Q-learning agents - (2007)
  • Author(s): Takadama, K., Kawai, T., and Koyama, Y. in L. Antunes and K. Takadama (Eds.)
  • Organizer: Multi-Agent- Based Simulation VII
  • Place of Presentation: Hawaii
  • Year and Date: 2007-12-14
• [Presentation] 社会シミュレーションにおけるエージェント設計:妥当性検証と知的エージェントへの展開 (2007)
  • Author(s): 高玉 圭樹
  • Organizer: 人工知能学会,第79 回知識ベースシステム研究会
  • Place of Presentation: 北海道
  • Year and Date: 2007-12-04
• [Presentation] サービスサイエンスのためのエージェント設計と評価の定量化に向けて-バーゲニングゲームを例として- (2007)
  • Author(s): 高玉 圭樹
  • Organizer: 「サービスサイエンスのためのモデリング・シミュレーション技術 」の調査研究会
  • Place of Presentation: 東京
  • Year and Date: 2007-07-19
• [Presentation] A Partitioned Random Network Agent Model for Organizational Sectionalism Studies (2007)
  • Author(s): Yuta, K., Fujiwara, Y., Souma, W., Takadama, K., Shimohara, K., and Katai, O. in T. Sakurai, K. Hashida, and K. Nitta (Eds.)
  • Organizer: New Frontiers in Artificial Intelligence - JSAI 2003 and JSAI2004 Conference and Workshops
  • Place of Presentation: Niigata
  • Year and Date: 2007-04-12
• [Presentation] X-MAS: Validation tool based on metaprogramming, Agent-based Approaches in Economic and Social Complex Systems IV (2007)
  • Author(s): Suematsu, Y. L., Takadama, K., Shimohara, and K., Katai, O.
  • Organizer: Post-proceedings of The Forth AESCS Interaction Workshop 2005
  • Place of Presentation: Tokyo
  • Year and Date: 2007-04-03
• [Presentation] Micro- and Macro-level Validation in Agent-based simulation: Reproduction of Human-like Behaviors and Thinking in a Sequential Bargaining Game (2007)
  • Author(s): Takadama, K., Kawai, T., and Koyama, Y.
  • Organizer: The Third International Model-to-Model Workshop
  • Place of Presentation: Marseille
  • Year and Date: 2007-03-15
• [Presentation] Micro- and Macro-level Validation in Agent-based simulation:Reproduction of Human-like Behaviors and Thinking in a Sequential Bargaining Game (2007)
  • Author(s): Takadama, K., Kawai, T., Koyama, Y.
  • Organizer: The Third International Model-to-Model Workshop (M2M'O7)
  • Place of Presentation: マルセイユ(フランス)
• [Presentation] 社会シミュレーションにおけるエージェント設計:妥当性検証と知 (2007)
  • Author(s): 高玉 圭樹
  • Organizer: 人工知能学会, 第79回知識ベースシステム研究
  • Place of Presentation: 北海道
• [Presentation] サービスサイエンスのためのエージェント設計と評価の定量化に向 (2007)
  • Author(s): 高玉 圭樹
  • Organizer: 「サービスサイエンスのためのモデリング・シ
  • Place of Presentation: 東京
• [Presentation] Can Agents Acquire Human-like Behaviors in a Sequential Bargaining Game?- Comparison of Roth's and Q-learning agents - (2007)
  • Author(s): Takadama, K., Kawai.T., Koyama, Y. in L Antunes K. Takadama (Eds.)
  • Organizer: Multi-Agent-Based Simulation Vll(MABS' 06)
  • Place of Presentation: ハワイ(アメリカ)
• [Presentation] X-MAS: Validation tool based on meta-programming (2007)
  • Author(s): Suematsu, Y.L., Takadama, K., Shimohara, K., Katai.O.
  • Organizer: Agent-based Approaches in Economic and Social Complex Systems lV: Post-proceedings of The Forth AESCS Interaction Workshop 2005 (AESCS' 05)
  • Place of Presentation: 東京
• [Presentation] A Partitioned Random Network Agent Model for Organizational Sectionalism Studies (2007)
  • Author(s): Yuta, K., Fujiwara, Y., Souma, W., Takadama, K., Shimohara, K., Katai.O.in T. Sakurai, K. Hashida, K.Nitta (Eds.)
  • Organizer: New Frontiers in Artificial Intelligence -JSAI 2003 and JSAI2004 Conference and Workshops
  • Place of Presentation: 新潟
• [Book] Multi-Agent-Based Simulation VII (MABS'06) (2007)
  • Author(s): Antunes,L. and Takadama K. (Eds.)
  • Publisher: Springer-Verlag
• [Book] Proceedings of the Third International Model-to-Model Workshop (M2M'07) (2007)
  • Author(s): Rouchier,J. Cioffi-Revilla,C. Polhill, G. and Takadama K. (Eds.)
  • Publisher: Greqam- CNRS
• [Book] Multi-Agent-Based Simulation Vll(MABS'06), Lecture Notes in Computer Science (2007)
  • Author(s): Antunes, L. Takadama K.(Eds.)
  • Total Pages: 189
  • Publisher: Springer-Verlag
• [Book] Proceedings of the Third International Model-to-Model Workshop(M2M' 07) (2007)
  • Author(s): Rouchier, J. Cioffi-Revilla, C. Polhill, G. Takadama K. (Eds.)
  • Total Pages: 307
  • Publisher: Greqam-CNRS