Development of a socially aware crowd flow model and control of crowd flow based on reinforcement learning

基于强化学习的社会意识人群流动模型的开发和人群流动控制

基本信息

  • 批准号:
    22KJ2310
  • 负责人:
  • 金额:
    $ 1.6万
  • 依托单位:
  • 依托单位国家:
    日本
  • 项目类别:
    Grant-in-Aid for JSPS Fellows
  • 财政年份:
    2023
  • 资助国家:
    日本
  • 起止时间:
    2023-03-08 至 2025-03-31
  • 项目状态:
    未结题

项目摘要

Analyses of the impact of social relations and social interactions on pedestrian motion patterns have been pursued. In particular, the dynamics of collision avoidance between pedestrian two-person groups and individual pedestrians in an ecological environment have been studied. Our findings revealed that, as social bonding and interaction intensity increase, collision avoidance becomes more pronounced. Additionally, we observed that the likelihood of intrusion decreases as the strength of social bonding and interaction intensity increases.Furthermore, to understand how visual stimuli could be used to influence pedestrian motion (steering, etc.), a preliminary study to evaluate differences in tracking performances when viewing natural motion against artificial motion has been designed.
分析了社会关系和社会互动对行人运动模式的影响。特别地,研究了生态环境中行人两人组和单个行人之间的避碰动力学。我们的研究结果表明,随着社会联系和互动强度的增加,避免碰撞变得更加明显。此外,我们观察到,入侵的可能性随着社会联系和互动强度的增加而降低。此外,为了了解视觉刺激如何影响行人的运动(转向等),已经设计了初步研究,以评估当观察自然运动与人工运动时跟踪性能的差异。

项目成果

期刊论文数量(6)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
Asymmetries in group-individual collision avoidance due to social factors
社会因素导致群体与个体避免碰撞的不对称性
  • DOI:
  • 发表时间:
    2023
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Adrien Gregorj;Zeynep Yucel;Francesco Zanlungo;Takayuki Kanda
  • 通讯作者:
    Takayuki Kanda
On the influence of group social interaction on intrusive behaviours
群体社交互动对侵入行为的影响
  • DOI:
  • 发表时间:
    2022
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Adrien Gregorj;Zeynep Yucel;Francesco Zanlungo;Takayuki Kanda
  • 通讯作者:
    Takayuki Kanda
{{ item.title }}
{{ item.translation_title }}
  • DOI:
    {{ item.doi }}
  • 发表时间:
    {{ item.publish_year }}
  • 期刊:
  • 影响因子:
    {{ item.factor }}
  • 作者:
    {{ item.authors }}
  • 通讯作者:
    {{ item.author }}

数据更新时间:{{ journalArticles.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ monograph.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ sciAawards.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ conferencePapers.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ patent.updateTime }}

GREGORJ ADRIEN THIBAUD M (2023)其他文献

GREGORJ ADRIEN THIBAUD M (2023)的其他文献

{{ item.title }}
{{ item.translation_title }}
  • DOI:
    {{ item.doi }}
  • 发表时间:
    {{ item.publish_year }}
  • 期刊:
  • 影响因子:
    {{ item.factor }}
  • 作者:
    {{ item.authors }}
  • 通讯作者:
    {{ item.author }}

相似海外基金

Development of Collision Avoidance System for Maritime Autonomous Surface Ship: Imitating and Surpassing Human Experts by Deep Inverse Reinforcement Learning
海上自主水面船舶防撞系统开发:通过深度逆强化学习模仿并超越人类专家
  • 批准号:
    22KJ2623
  • 财政年份:
    2023
  • 资助金额:
    $ 1.6万
  • 项目类别:
    Grant-in-Aid for JSPS Fellows
Collision Avoidance & Safety Integrity of Unmanned Ground Vehicle in a GNSS-denied Environment
避免碰撞
  • 批准号:
    2890127
  • 财政年份:
    2023
  • 资助金额:
    $ 1.6万
  • 项目类别:
    Studentship
Discovering the perceptual and cognitive factors that influence human behavioural dynamics during collision avoidance with another individual
发现在避免与另一个人碰撞过程中影响人类行为动态的感知和认知因素
  • 批准号:
    547946-2020
  • 财政年份:
    2022
  • 资助金额:
    $ 1.6万
  • 项目类别:
    Alexander Graham Bell Canada Graduate Scholarships - Doctoral
Projects on Space Situational Awareness - Tracking of Space Debris, Collision Avoidance and Removal of Space Debris
空间态势感知项目——空间碎片跟踪、避免碰撞和清除空间碎片
  • 批准号:
    RGPIN-2018-04957
  • 财政年份:
    2022
  • 资助金额:
    $ 1.6万
  • 项目类别:
    Discovery Grants Program - Individual
Improvement of complexity during walking in older adults: intervention for exaggerated collision-avoidance behavior
改善老年人行走的复杂性:对过度避免碰撞行为的干预
  • 批准号:
    22H03483
  • 财政年份:
    2022
  • 资助金额:
    $ 1.6万
  • 项目类别:
    Grant-in-Aid for Scientific Research (B)
Research of characteristics of ship collision avoidance judgment and learning program including the viewpoint of Safety-II
包含Safety-II观点的船舶避碰判断与学习程序特点研究
  • 批准号:
    22K04598
  • 财政年份:
    2022
  • 资助金额:
    $ 1.6万
  • 项目类别:
    Grant-in-Aid for Scientific Research (C)
Collision Avoidance in Shipping Lanes via Intelligent Sensor Data Fusion
通过智能传感器数据融合避免航线碰撞
  • 批准号:
    LP200301507
  • 财政年份:
    2022
  • 资助金额:
    $ 1.6万
  • 项目类别:
    Linkage Projects
Collision avoidance behaviours of people interacting with other people and objects within different environments
人们在不同环境中与其他人和物体交互的碰撞避免行为
  • 批准号:
    RGPIN-2019-05894
  • 财政年份:
    2022
  • 资助金额:
    $ 1.6万
  • 项目类别:
    Discovery Grants Program - Individual
FrontM HOTG Integration to bring Edge AI for Collision Avoidance in Maritime
FrontM HOTG 集成将为海事防撞带来边缘 AI
  • 批准号:
    10020849
  • 财政年份:
    2022
  • 资助金额:
    $ 1.6万
  • 项目类别:
    Collaborative R&D
Projects on Space Situational Awareness - Tracking of Space Debris, Collision Avoidance and Removal of Space Debris
空间态势感知项目——空间碎片跟踪、避免碰撞和清除空间碎片
  • 批准号:
    RGPIN-2018-04957
  • 财政年份:
    2021
  • 资助金额:
    $ 1.6万
  • 项目类别:
    Discovery Grants Program - Individual
{{ showInfoDetail.title }}

作者:{{ showInfoDetail.author }}

知道了