A value-based dynamic learning approach for vehicle dispatch in ride-sharing

To ensure real-time response to passengers, existing solutions to the vehicle dispatch problem typically optimize dispatch policies using small batch windows and ignore the spatial-temporal dynamics over the long-term horizon. In this paper, we focus on improving the long-term performance of ride-sh...

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Hlavní autoři: Li, C, Parker, D, Hao, Q
Médium: Conference item
Jazyk:English
Vydáno: IEEE 2022