Massively Multiagent-based Simulation with Participatory Design

• Project/Area Number: 21800026
• Research Category: Grant-in-Aid for Research Activity Start-up
• Allocation Type: Single-year Grants
• Research Field: Intelligent informatics
• Research Institution: Kyoto University
• Principal Investigator: NAKAJIMA Yuu Kyoto University, 大学院・情報学研究科, 特定助教 (50554979)
• Project Period (FY): 2009 – 2010
• Project Status: Completed (Fiscal Year 2010)
• Budget Amount: ¥2,678,000 (Direct Cost: ¥2,060,000、Indirect Cost: ¥618,000); Fiscal Year 2010: ¥1,274,000 (Direct Cost: ¥980,000、Indirect Cost: ¥294,000); Fiscal Year 2009: ¥1,404,000 (Direct Cost: ¥1,080,000、Indirect Cost: ¥324,000)
• Keywords: エージェント / シミュレーション工学 / マルチエージェントシミュレーション / 都市シミュレーション / モデル化 / 統合シミュレーション / 交通シミュレーション / 参加型モデリング / エージェント処理系 / エージェント応用 / 大規模マルチエージェントシミュレーション

Research Abstract

This research has two main objectives : The first objective is to extract human decision-making models depending on the situation. The second objective is to realize a simulation environment that can observe influences of personal decision-making in the city environment. We focus on urban traffic as the target problem. While traffic flow simulations using simple agents are popular in the traffic domain, it has been recognized that driving behavior simulations with sophisticated agents are also beneficial. We propose a method of constructing a simulation environment which can execute citywide traffic simulations taking personal decision-making into account. The proposed simulation platform can support execution of citywide traffic simulation with multiple agent models.

Research Products

• [Journal Article] Massive Multiagent-based Urban Traffic Simulation with Fine-Grained Behavior Models (2011)
  • Author(s): 服部宏充, 中島悠, 山根昇平
  • Journal Title: Journal of Advanced Computational Intelligence and Intelligent Informatics (JACII), Fuji Technology Press Vol.15, No.2 Pages: 233-239
  • Peer Reviewed
• [Journal Article] Learning from Humans : Agent Modeling with Individual Human Behaviors (2011)
  • Author(s): 服部宏充, 中島悠, 石田亨
  • Journal Title: IEEE Transactions on Systems, Man, and Cybernetics Part A : Systems and Humans. 41(1) Pages: 1-9
  • NAID: 120002661538
  • Peer Reviewed
• [Journal Article] Massive Multiagent-based Urban Traffic Simulation with Fine-Grained Behavior Models (2011)
  • Author(s): Hiromitsu Hattori, Yuu Nakajima, Shohei Yamane
  • Journal Title: Journal of Advanced Computational Intelligence and Intelligent Informatics(JACII) Volume: Vol.15, No.2 Pages: 233-239
  • Peer Reviewed
• [Journal Article] Learning from Humans : Agent Modeling with Individual Human Behaviors (2011)
  • Author(s): Hiromitsu Hattori, Yuu Nakajima, Toru Ishida
  • Journal Title: IEEE Transactions on Systems, Man, and Cybernetics Part A : Systems and Humans Volume: Vol.41 No.1 Pages: 1-9
  • NAID: 120002661538
  • Peer Reviewed
• [Journal Article] Wide-Area Traffic Simulation Based on Driving Behavior Model. (2010)
  • Author(s): Yuu Nakajima, Yoshiyuki Nakai, Hattori Hiromitsu, Toru Ishida
  • Journal Title: The 12th International Conference on Principles of Practice in Multi-Agent Systems (PRIMA-2009), Lecture Notes in Computer Science, Springer-Verlag LNCS5925 Pages: 459-470
  • Peer Reviewed
• [Journal Article] 大規模マルチエージェント交通シミュレーション (2010)
  • Author(s): 服部宏充, 中島悠, 加藤整, 石田亨, 山根昇平
  • Journal Title: 自動車技術 Vol.64, No.3 Pages: 38-44
  • NAID: 10026795005
• [Journal Article] 大規模マルチエージェント交通シミュレーション (2010)
  • Author(s): 服部宏充, 中島悠, 加藤整, 石田亨, 山根昇平
  • Journal Title: 自動車技術 Vol. 64, No. 3 Pages: 38-44
  • NAID: 10026795005
  • Peer Reviewed
• [Journal Article] 参加型モデリングに基づく運転行動モデル構築手法 (2009)
  • Author(s): 服部宏充, 中島悠, 石田亨
  • Journal Title: 電子情報通信学会論文誌 Vol.J92-D, No.11 Pages: 1927-1934
  • NAID: 110007467234
  • Peer Reviewed
• [Journal Article] Wide-Area Traffic Simulation Based on Driving Behavior Model (2009)
  • Author(s): Yuu Nakajima, Yoshiyuki Nakai, Hattori Hiromitsu, Toru Ishida
  • Journal Title: Lecture Notes in Computer Science 5925 Pages: 459-470
  • Peer Reviewed
• [Journal Article] 参加型モデリングに基づく運転行動モデル構築手法 (2009)
  • Author(s): 服部宏充, 中島悠, 石田亨
  • Journal Title: 電子情報通信学会論文誌 J92-D, No. 11 Pages: 1927-1934
  • NAID: 110007467234
  • Peer Reviewed
• [Presentation] Multi-model based Simulation Platform for Urban Traffic Simulation. (2010)
  • Author(s): 中島悠, 山根昇平, 服部宏充
  • Organizer: The 13th International Conference on Principles of Practice in Multi-Agent Systems (PRIMA-2010)
  • Place of Presentation: Kolkata, India
  • Year and Date: 2010-11-15
• [Presentation] Multi-model based Simulation Platform for Urban Traffic Simulation (2010)
  • Author(s): Yuu Nakajima, Shohei Yamane, Hiromitsu Hattori
  • Organizer: The 13th International Conference on Principles of Practice in Multi-Agent Systems(PRIMA-2010)
  • Place of Presentation: Kolkata, India
  • Year and Date: 2010-11-15
• [Presentation] マルチモデルに基づく都市交通シミュレーションプラットフォーム (2010)
  • Author(s): 中島悠, 山根昇平, 服部宏充
  • Organizer: 第9回合同エージェントワークショップ&シンポジウム2010(JAWS-2010)
  • Place of Presentation: 富良野
  • Year and Date: 2010-10-27
• [Presentation] マルチモデルに基づく都市交通シミュレーションプラットフォーム (2010)
  • Author(s): 中島悠, 山根昇平, 服部宏充
  • Organizer: 第9回合同エージェントワークショップ&シンポジウム2010(JAWS-2010)
  • Place of Presentation: 富良野,日本
  • Year and Date: 2010-10-27
• [Presentation] 都市交通におけるミクロ・マクロリンクの解明 (2010)
  • Author(s): 山根昇平, 服部宏充, 中島悠, 石田亨
  • Organizer: 第24回人工知能学会全国大会オーガナイズドセッション「交通・移動・流れとAI」
  • Place of Presentation: 長崎
  • Year and Date: 2010-06-10
• [Presentation] 都市交通におけるミクロ・マクロリンクの解明 (2010)
  • Author(s): 山根昇平, 服部宏充, 中島悠, 石田亨
  • Organizer: 第24回人工知能学会全国大会オーガナイズドセッション「交通・移動・流れとAI」, 2I1-OS5-6
  • Place of Presentation: 長崎,日本
  • Year and Date: 2010-06-10
• [Presentation] 参加型モデリングに基づく大規模都市交通シミュレーション (2010)
  • Author(s): 中島悠, 服部宏充, 山根昇平, 石田亨
  • Organizer: 第11回AI若手の集い(MYCOM-2010)
  • Place of Presentation: 下呂
  • Year and Date: 2010-05-28
• [Presentation] 参加型モデリングに基づく大規模都市交通シミュレーション (2010)
  • Author(s): 中島悠, 服部宏充, 山根昇平, 石田亨
  • Organizer: 第11回AI若手の集い(MYCOM-2010)
  • Place of Presentation: 下呂,日本
  • Year and Date: 2010-05-28
• [Presentation] Modeling Individual Driving Behaviors for Multiagent Traffic Simulation (2010)
  • Author(s): 服部宏充, 中島悠, 石田亨
  • Organizer: The 6th Workshop on Agents in Traffic and Transportation (ATT-2010)
  • Place of Presentation: Toronto, Canada
  • Year and Date: 2010-05-11
• [Presentation] Modeling Individual Driving Behaviors for Multiagent Traffic Simulation (2010)
  • Author(s): Hiromitsu Hattori, Yuu Nakajima, Toru Ishida
  • Organizer: The 6th Workshop on Agents in Traffic and Transportation (ATT 2010)
  • Place of Presentation: Toronto, Canada
  • Year and Date: 2010-05-11
• [Presentation] マルチエージェントに基づく都市交通シミュレーションとミクロ・マクロリンクに関する一考察 (2010)
  • Author(s): 服部宏充, 山根昇平, 中島悠, 石田亨
  • Organizer: 平成22年電気学会電子・情報・システム部門大会
  • Year and Date: 2010-02-02
• [Presentation] Wide-Area Traffic Simulation Based on Driving Behavior Model (2009)
  • Author(s): Yuu Nakajima, Yoshiyuki Nakai, Hiromitsu Hattori, Toru Ishida
  • Organizer: International Conference on Principles of Practice in Multi-Agent Systems (PRIMA-09)
  • Place of Presentation: Nagoya, Japan
  • Year and Date: 2009-12-15
• [Presentation] 運転行動モデルに基づく広域交通シミュレーション (2009)
  • Author(s): 中島悠, 中井喜之, 服部宏充, 石田亨
  • Organizer: エージェント合同シンポジウム (JAWS2009)
  • Place of Presentation: 宮城, 日本
  • Year and Date: 2009-10-28
• [Presentation] 運転行動モデルに基づく広域交通シミュレーション (2009)
  • Author(s): 中島悠, 中井喜之, 服部宏充, 石田亨
  • Organizer: 第8回合同エージェントワークショップ&シンポジウム2009(JAWS-2009)
  • Place of Presentation: 蔵王
  • Year and Date: 2009-10-05
• [Remarks]
  • URL: http://www.ai.soc.i.kyoto-u.ac.jp/~nkjm/
• [Remarks]
  • URL: http://www.ai.soc.i.kyoto-u.ac.jp/~nkjm/indexj.html