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Sr-lstm: State refinement for lstm towards pedestrian trajectory prediction
In crowd scenarios, reliable trajectory prediction of pedestrians requires insightful
understanding of their social behaviors. These behaviors have been well investigated by …
understanding of their social behaviors. These behaviors have been well investigated by …
Overview of human-robot collaboration in manufacturing
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 …
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 …
centered environment. Widespread acceptability of mobile service robots in daily life is …
Socially adaptive path planning in human environments using inverse reinforcement learning
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 …
the case of social or assistive robots, this involves navigating through human crowds …
Walking ahead: The headed social force model
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 …
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
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 …
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
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 …
various challenges including human-robot interaction, joint-goal achievement and machine …
Static-dynamic global graph representation for pedestrian trajectory prediction
Effectively understanding social interactions among pedestrians plays a significant role in
accurate pedestrian trajectory prediction. Previous works used either distance-based or data …
accurate pedestrian trajectory prediction. Previous works used either distance-based or data …
Social-aware pedestrian trajectory prediction via states refinement LSTM
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 …
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
As more and more autonomous vehicles (AVs) are being deployed on public roads,
designing socially compatible behaviors for them is becoming increasingly important. In …
designing socially compatible behaviors for them is becoming increasingly important. In …