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SafeCrowdNav: safety evaluation of robot crowd navigation in complex scenes

Navigating safely and efficiently in dense crowds remains a challenging problem for mobile robots. The interaction mechanisms involved in collision avoidance require robots to exhibit active and foresighted behaviors while understanding the crowd dynamics. Deep reinforcement learning methods have sh...

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Detalles Bibliográficos
Autores principales: Xu, Jing, Zhang, Wanruo, Cai, Jialun, Liu, Hong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10613488/
https://www.ncbi.nlm.nih.gov/pubmed/37904892
http://dx.doi.org/10.3389/fnbot.2023.1276519