Human motion trajectory prediction: A survey

A Rudenko, L Palmieri, M Herman… - … Journal of Robotics …, 2020 - journals.sagepub.com
With growing numbers of intelligent autonomous systems in human environments, the ability
of such systems to perceive, understand, and anticipate human behavior becomes …

[HTML][HTML] Physics of human crowds

A Corbetta, F Toschi - Annual Review of Condensed Matter …, 2023 - annualreviews.org
Understanding the behavior of human crowds is a key step toward a safer society and more
livable cities. Despite the individual variability and will of single individuals, human crowds …

Social nce: Contrastive learning of socially-aware motion representations

Y Liu, Q Yan, A Alahi - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
Learning socially-aware motion representations is at the core of recent advances in multi-
agent problems, such as human motion forecasting and robot navigation in crowds. Despite …

Universal power law governing pedestrian interactions

I Karamouzas, B Skinner, SJ Guy - Physical review letters, 2014 - APS
Human crowds often bear a striking resemblance to interacting particle systems, and this
has prompted many researchers to describe pedestrian dynamics in terms of interaction …

Toward socially aware robot navigation in dynamic and crowded environments: A proactive social motion model

XT Truong, TD Ngo - IEEE Transactions on Automation Science …, 2017 - ieeexplore.ieee.org
Safe and social navigation is the key to deploying a mobile service robot in a human-
centered environment. Widespread acceptability of mobile service robots in daily life is …

Robot companion: A social-force based approach with human awareness-navigation in crowded environments

G Ferrer, A Garrell, A Sanfeliu - 2013 IEEE/RSJ International …, 2013 - ieeexplore.ieee.org
Robots accompanying humans is one of the core capacities every service robot deployed in
urban settings should have. We present a novel robot companion approach based on the so …

A modified social force model with different categories of pedestrians for subway station evacuation

R Zhou, Y Cui, Y Wang, J Jiang - Tunnelling and Underground Space …, 2021 - Elsevier
With the extensive construction of rail tunnels, the subway has gradually become the most
widely used means of public transport. As important transportation hubs, the evacuation …

Social force models for pedestrian traffic–state of the art

X Chen, M Treiber, V Kanagaraj, H Li - Transport reviews, 2018 - Taylor & Francis
Pedestrian simulation plays an important role in the fields of transport station management,
building evacuation and safety management of large public events. Among the continuous …

[HTML][HTML] Walking ahead: The headed social force model

F Farina, D Fontanelli, A Garulli, A Giannitrapani… - PloS one, 2017 - journals.plos.org
Human motion models are finding an increasing number of novel applications in many
different fields, such as building design, computer graphics and robot motion planning. The …

Socnavbench: A grounded simulation testing framework for evaluating social navigation

A Biswas, A Wang, G Silvera, A Steinfeld… - ACM Transactions on …, 2022 - dl.acm.org
The human-robot interaction community has developed many methods for robots to navigate
safely and socially alongside humans. However, experimental procedures to evaluate these …