Sr-lstm: State refinement for lstm towards pedestrian trajectory prediction

P Zhang, W Ouyang, P Zhang… - Proceedings of the …, 2019 - openaccess.thecvf.com
In crowd scenarios, reliable trajectory prediction of pedestrians requires insightful
understanding of their social behaviors. These behaviors have been well investigated by …

Overview of human-robot collaboration in manufacturing

L Wang, S Liu, H Liu, XV Wang - … of 5th International Conference on the …, 2020 - Springer
Human-robot collaboration (HRC) in the manufacturing context aims to realise a shared
workspace where humans can work side by side with robots in close proximity. In human …

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 …

Socially adaptive path planning in human environments using inverse reinforcement learning

B Kim, J Pineau - International Journal of Social Robotics, 2016 - Springer
A key skill for mobile robots is the ability to navigate efficiently through their environment. In
the case of social or assistive robots, this involves navigating through human crowds …

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 …

Towards a socially acceptable collision avoidance for a mobile robot navigating among pedestrians using a pedestrian model

M Shiomi, F Zanlungo, K Hayashi, T Kanda - International Journal of …, 2014 - Springer
Safe navigation is a fundamental capability for robots that move among pedestrians. The
traditional approach in robotics to attain such a capability has treated pedestrians as moving …

A review of social-aware navigation frameworks for service robot in dynamic human environments

SF Chik, CF Yeong, ELM Su, TY Lim… - Journal of …, 2016 - jtec.utem.edu.my
The emergence of service robot into human daily life in the past years has opened up
various challenges including human-robot interaction, joint-goal achievement and machine …

Static-dynamic global graph representation for pedestrian trajectory prediction

H Zhou, X Yang, M Fan, H Huang, D Ren… - Knowledge-Based Systems, 2023 - Elsevier
Effectively understanding social interactions among pedestrians plays a significant role in
accurate pedestrian trajectory prediction. Previous works used either distance-based or data …

Social-aware pedestrian trajectory prediction via states refinement LSTM

P Zhang, J Xue, P Zhang, N Zheng… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
In the task of pedestrian trajectory prediction, social interaction could be one of the most
complicated factors since it is difficult to be interpreted through simple rules. Recent studies …

Socially-compatible behavior design of autonomous vehicles with verification on real human data

L Wang, L Sun, M Tomizuka… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
As more and more autonomous vehicles (AVs) are being deployed on public roads,
designing socially compatible behaviors for them is becoming increasingly important. In …