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20242026
most citedReal-time system optimal traffic routing under uncertainties -- Can physics models boost reinforcement learning?

1 citations · 1 across the 4 of their papers we have counts for

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eess.SY2024

Efficient and Robust Freeway Traffic Speed Estimation under Oblique Grid using Vehicle Trajectory Data

Yang He, Chengchuan An, Yuheng Jia +3

Accurately estimating spatiotemporal traffic states on freeways is a significant challenge due to limited sensor deployment and potential data corruption. In this study, we propose…

cs.LG2024★ 1 cited

Real-time system optimal traffic routing under uncertainties -- Can physics models boost reinforcement learning?

Zemian Ke, Qiling Zou, Jiachao Liu +1

System optimal traffic routing can mitigate congestion by assigning routes for a portion of vehicles so that the total travel time of all vehicles in the transportation system can…