Agent architecture for crowd simulation in indoor environments
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-016-0420-1
Abstract: Simulation of crowds demands coping with scalability and performance issues that are not usually well supported by general purpose agent based simulation toolkits. On the other side, the use of agent models provides a great… read more here.
Keywords: agent architecture; indoor environments; simulation; crowd simulation ... See more keywords
Learning crowd behavior from real data: A residual network method for crowd simulation
Sign Up to like & getrecommendations! Published in 2020 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.04.141
Abstract: Abstract Traditional methods of crowd evacuation simulation reduce the visual realism of crowd motion modeling due to hypothetical scenarios and rules. Data-driven methods are an effective way to enhance the visual realism of crowd simulation.… read more here.
Keywords: residual network; crowd simulation; method; simulation ... See more keywords
Efficient crowd simulation in complex environment using deep reinforcement learning
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DOI: 10.1038/s41598-025-88897-2
Abstract: Simulating virtual crowds can bring significant economic benefits to various applications, such as film and television special effects, evacuation planning, and rescue operations. However, the key challenge in crowd simulation is ensuring efficient and reliable… read more here.
Keywords: navigation; crowd simulation; simulation; reinforcement learning ... See more keywords
Massive Crowd Simulation With Parallel Computing on GPU
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DOI: 10.1109/access.2024.3501093
Abstract: The ability to simulate realistic crowds is a highly sought-after capability in the fields of entertainment (video games, movies), urban planning and evacuation simulations. Traditional approaches to crowd simulation rely on heavy Central Processing Unit… read more here.
Keywords: parallel computing; time; crowd simulation; simulation ... See more keywords
Interaction Fields: Intuitive Sketch‐based Steering Behaviors for Crowd Simulation
Sign Up to like & getrecommendations! Published in 2022 at "Computer Graphics Forum"
DOI: 10.1111/cgf.14491
Abstract: The real‐time simulation of human crowds has many applications. In a typical crowd simulation, each person ('agent') in the crowd moves towards a goal while adhering to local constraints. Many algorithms exist for specific local… read more here.
Keywords: steering behaviors; simulation; agent; sketch based ... See more keywords
A Fusion Crowd Simulation Method: Integrating Data with Dynamics, Personality with Common
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DOI: 10.1111/cgf.14630
Abstract: This paper proposes a novel crowd simulation method which integrates not only modelling ideas but also advantages from both data‐driven methods and crowd dynamics methods. To seamlessly integrate these two different modelling ideas, first, a… read more here.
Keywords: fusion; crowd; motion; personality ... See more keywords
Crowd Simulation with Arrival Time Constraints
Sign Up to like & getrecommendations! Published in 2020 at "Symmetry"
DOI: 10.3390/sym12111804
Abstract: Finding collision-free paths for crowd simulation has been a core technique in video games and the film industry; it has drawn a great deal of attention from computer animation researchers for several decades. Additionally, theoretical… read more here.
Keywords: arrival order; crowd simulation; order; time ... See more keywords