438 citations · 808 across the 8 of their papers we have counts for
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cs.LG2019★ 6 cited
Platoon trajectories generation: A unidirectional interconnected LSTM-based car following model
Yangxin Lin, Ping Wang, Yang Zhou +3
Car following models have been widely applied and made remarkable achievements in traffic engineering. However, the traffic micro-simulation accuracy of car following models in a p…
cs.LG2018★ 18 cited
Differential Variable Speed Limits Control for Freeway Recurrent Bottlenecks via Deep Reinforcement learning
Yuankai Wu, Huachun Tan, Bin Ran
Variable speed limits (VSL) control is a flexible way to improve traffic condition,increase safety and reduce emission. There is an emerging trend of using reinforcement learning t…