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cs.LG2024
Interpretable mixture of experts for time series prediction under recurrent and non-recurrent conditions
Zemian Ke, Haocheng Duan, Sean Qian
Non-recurrent conditions caused by incidents are different from recurrent conditions that follow periodic patterns. Existing traffic speed prediction studies are incident-agnostic…
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…