Agent modeling with individual human behaviors

Hiromitsu Hattori, Yuu Nakajima, Torn Ishida

研究成果: Conference contribution

4 被引用数 (Scopus)

抄録

The challenge presented in this paper is to obtain a humanlike individual behavior model by using participatory modeling technology in the traffic domain. We show a methodology that can elicit prior knowledge for explaining human driving behavior in specific environments, and then construct a driving behavior model based on of a set of prior knowledge. Since, in the real world, human drivers often perform unintentional actions, and occasionally they have no logical reason for their driving actions, we are forced to construct a behavior model with an insufficient amount of prior knowledge. To construct an individual driving behavior model with insufficient knowledge, we take the approach of using knowledge from others to complement the lack of knowledge from oneself.

本文言語English
ホスト出版物のタイトル8th International Joint Conference on Autonomous Agents and Multiagent Systems 2009, AAMAS 2009
出版社International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS)
ページ1268-1269
ページ数2
ISBN(印刷版)9781615673346
出版ステータスPublished - 2009 1月 1
外部発表はい
イベント8th International Joint Conference on Autonomous Agents and Multiagent Systems 2009, AAMAS 2009 - Budapest, Hungary
継続期間: 2009 5月 102009 5月 15

出版物シリーズ

名前Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
2
ISSN(印刷版)1548-8403
ISSN(電子版)1558-2914

Conference

Conference8th International Joint Conference on Autonomous Agents and Multiagent Systems 2009, AAMAS 2009
国/地域Hungary
CityBudapest
Period09/5/1009/5/15

ASJC Scopus subject areas

  • 人工知能
  • ソフトウェア
  • 制御およびシステム工学

引用スタイル