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A Data-driven Crowd Simulation Framework Integrating Physics-informed Machine Learning with Navigation Potential Fields

• Authors : Guo, Runkang; Chen, Bin; Zhang, Qi

Subjects: Computer Science - Artificial Intelligence

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Introducing Anisotropic Fields for Enhanced Diversity in Crowd Simulation

• Authors : Li, Yihao; Liu, Junyu; Guan, Xiaoyu

Subjects: Computer Science - Multiagent Systems

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Evaluating Robot Influence on Pedestrian Behavior Models for Crowd Simulation and Benchmarking

• Authors : Agrawal, Subham; Dengler, Nils; Bennewitz, Maren

Subjects: Computer Science - Robotics

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Automating crowd simulation: from parameter tuning to dynamic context-to-policy adaptation

• Authors : Cabrero Daniel, Beatriz; University/Department: Universitat Pompeu Fabra. Departament de Tecnologies de la Informació i les Comunicacions; ...

Subjects: Crowd simulation; Quality evaluation; Parameter tuning

• Source: TDX (Tesis Doctorals en Xarxa)

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Social Physics Informed Diffusion Model for Crowd Simulation

• Authors : Chen, Hongyi; Ding, Jingtao; Li, Yong

Subjects: Physics - Physics and Society; Computer Science - Artificial Intelligence; Computer Science - Machine Learning

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Exploring Crowd Dynamics: Simulating Structured Behaviors through Crowd Simulation Models

• Authors : de Mello, Thiago Gomes Vidal; da Silva, Matheus Schreiner Homrich; Silva, Gabriel Fonseca

Subjects: Computer Science - Graphics

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Visual-information-driven model for crowd simulation using temporal convolutional network

• Authors : Liang, Xuanwen; Lee, Eric Wai Ming

Subjects: Computer Science - Artificial Intelligence; Computer Science - Machine Learning

• Source: IEEE Transactions on Intelligent Transportation Systems

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Reward Function Design for Crowd Simulation via Reinforcement Learning

• Authors : Kwiatkowski, Ariel; Kalogeiton, Vicky; Pettré, Julien

Subjects: Computer Science - Machine Learning

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Massive Crowd Simulation With Parallel Computing on GPU

• Authors : Vincenzo Lombardo; Davide Gadia; Dario Maggiorini

Subjects: Crowd simulation; GPU computing; video games

• Source: IEEE Access, Vol 12, Pp 173279-173303 (2024)

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A crowd simulation model based on emotional cognition and contagion for emergency evacuation.

• Authors : Zong, Xinlu¹ (AUTHOR) ; Li, Hejing¹ (AUTHOR); Liu, Aiping¹ (AUTHOR)

• Source: Journal of Intelligent & Fuzzy Systems. 2024, Vol. 46 Issue 4, p10187-10200. 14p.

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