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In human crowds as well as in many animal societies, local interactions among individuals often give rise to self-organized collective organizations that offer functional benefits to the group. For instance, flows of pedestrians moving in…

Human beings face threats because of unexpected happenings, which can be avoided through an adequate crisis evacuation plan, which is vital to stop wound and demise as its negative results. Consequently, different typical evacuation…

多智能体系统 · 计算机科学 2019-11-05 Danial A. Muhammed , Soran Saeed , Tarik A. Rashid

We present a real-time algorithm, SocioSense, for socially-aware navigation of a robot amongst pedestrians. Our approach computes time-varying behaviors of each pedestrian using Bayesian learning and Personality Trait theory. These…

机器人学 · 计算机科学 2017-06-06 Aniket Bera , Tanmay Randhavane , Rohan Prinja , Dinesh Manocha

Many dynamical systems exhibit similar structure, as often captured by hand-designed simplified models that can be used for analysis and control. We develop a method for learning to correspond pairs of dynamical systems via a learned latent…

机器学习 · 计算机科学 2020-06-08 Nam Hee Kim , Zhaoming Xie , Michiel van de Panne

When a large group of pedestrians moves around a corner, most pedestrians do not follow the shortest path, which is to stay as close as possible to the inner wall, but try to minimize the travel time. For this they accept to move on a…

物理与社会 · 物理学 2009-05-28 Tobias Kretz

A question that many researchers in social robotics are addressing is how to create more human-like behaviour in robots to make the collaboration between a human and a robot more intuitive to the human partner. In order to develop a…

机器人学 · 计算机科学 2022-07-12 Rebeka Kropivšek Leskovar , Jernej Čamernik , Tadej Petrič

To better design safe and comfortable urban spaces, understanding the nature of human crowd movement is important. However, precise interactions among pedestrians are difficult to measure in the presence of their complex decision-making…

In a given scenario, simultaneously and accurately predicting every possible interaction of traffic participants is an important capability for autonomous vehicles. The majority of current researches focused on the prediction of an single…

机器学习 · 计算机科学 2018-10-31 Yeping Hu , Wei Zhan , Masayoshi Tomizuka

Environmental, demographical and psychological factors have a demonstrated impact on risky crossing behaviour. In this work we focus on the potential influence of social factors on the considered phenomenon (i.e. group crossing decision).…

多智能体系统 · 计算机科学 2018-01-10 Andrea Gorrini , Luca Crociani , Giuseppe Vizzari , Stefania Bandini

Data-driven simulation of pedestrian dynamics is an incipient and promising approach for building reliable microscopic pedestrian models. We propose a methodology based on generalized regression neural networks, which does not have to deal…

物理与社会 · 物理学 2019-07-19 Rafael F. Martin , Daniel R. Parisi

As robots move from the laboratory into the real world, motion planning will need to account for model uncertainty and risk. For robot motions involving intermittent contact, planning for uncertainty in contact is especially important, as…

机器人学 · 计算机科学 2021-10-01 Luke Drnach , John Z. Zhang , Ye Zhao

Artistic crosswalks featuring asphalt art, introduced by different organizations in recent years, aim to enhance the visibility and safety of pedestrians. However, their visual complexity may interfere with surveillance systems that rely on…

计算机视觉与模式识别 · 计算机科学 2026-04-03 Jin Ma , Abyad Enan , Long Cheng , Mashrur Chowdhury

This letter investigates the motion control problem of two mobile robots under allowable collisions. Here, the allowable collisions mean that the collisions do not damage the mobile robots. The occurrence of the collisions is discussed and…

机器人学 · 计算机科学 2024-04-29 Li Tan , Wei Ren , Xi-Ming Sun , Junlin Xiong

Current approaches in human-aware or social robot navigation address the humans that are visible to the robot. However, it is also important to address the possible emergences of humans to avoid shocks or surprises to humans and erratic…

机器人学 · 计算机科学 2022-11-23 Phani Teja Singamaneni , Anthony Favier , Rachid Alami

In smart transportation, intelligent systems avoid potential collisions by predicting the intent of traffic agents, especially pedestrians. Pedestrian intent, defined as future action, e.g., start crossing, can be dependent on traffic…

计算机视觉与模式识别 · 计算机科学 2023-01-18 Chen Zhou , Ghassan AlRegib , Armin Parchami , Kunjan Singh

This article is on collective phenomena in pedestrian dynamics during the assembling and dispersal phases of gatherings. To date pedestrian dynamics have been primarily studied in the natural and engineering sciences. Pedestrians are…

物理与社会 · 物理学 2017-07-05 Anna Sieben , Jette Schumann , Armin Seyfried

A robotaxi dragged a pedestrian 20 feet down a San Francisco street on the evening of October 2, 2023, coming to rest with its rear wheel on that woman's legs. The mishap was complex, involving a first impact by a different, human-driven…

机器人学 · 计算机科学 2024-06-18 Philip Koopman

For safe navigation around pedestrians, automated vehicles (AVs) need to plan their motion by accurately predicting pedestrians trajectories over long time horizons. Current approaches to AV motion planning around crosswalks predict only…

机器人学 · 计算机科学 2020-03-24 Suresh Kumaar Jayaraman , Dawn M. Tilbury , X. Jessie Yang , Anuj K. Pradhan , Lionel P. Robert

In mixed traffic scenarios, a certain number of pedestrians might coexist in a small area while interacting with vehicles. In this situation, every pedestrian must simultaneously react to the surrounding pedestrians and vehicles. Analytical…

机器人学 · 计算机科学 2021-01-12 Dongfang Yang , Fatema T. Johora , Keith A. Redmill , Ümit Özgüner , Jörg P. Müller

Usually, routing models in pedestrian dynamics assume that agents have fulfilled and global knowledge about the building's structure. However, they neglect the fact that pedestrians possess no or only parts of information about their…

人工智能 · 计算机科学 2016-02-08 Erik Andresen , David Haensel , Mohcine Chraibi , Armin Seyfried