Risk-aware Operation Modeling for Ride-Hailing Fleet in Order Grabbing Mode: A Distributional Reinforcement Learning Approach

With the development of mobility on-demand and transportation electrification technologies, electric vehicle (EV)-based ride-hailing fleets are playing an increasingly important role in the urban ground transportation system. Due to the stochastic nature of order request arrival and electricity pric...

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Veröffentlicht in:	IEEE transactions on smart grid 2023-09, Vol.14 (5), p.1-1
Hauptverfasser:	Sun, Yimeng, Ding, Zhaohao, Hu, Zechun, Lee, Wei-Jen
Format:	Artikel
Sprache:	eng
Schlagworte:	Car sharing Charging charging scheduling Decision making demand-side management Dispatching Electric power demand Electric vehicle Electric vehicles Electricity pricing Fleet management Learning systems Optimization reinforcement learning Risk risk management Routing Trajectory Transportation systems Uncertainty
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