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Decentralized Vehicle Coordination: The Berkeley DeepDrive Drone Dataset. (arXiv:2209.08763v2 [cs.RO] UPDATED)
Sept. 23, 2022, 1:15 a.m. | Fangyu Wu, Dequan Wang, Minjune Hwang, Chenhui Hao, Jiawei Lu, Jiamu Zhang, Christopher Chou, Trevor Darrell, Alexandre Bayen
cs.CV updates on arXiv.org arxiv.org
Decentralized multiagent planning has been an important field of research in
robotics. An interesting and impactful application in the field is
decentralized vehicle coordination in understructured road environments. For
example, in an intersection, it is useful yet difficult to deconflict multiple
vehicles of intersecting paths in absence of a central coordinator. We learn
from common sense that, for a vehicle to navigate through such understructured
environments, the driver must understand and conform to the implicit "social
etiquette" observed by nearby …
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