A mean-field Markov decision process model for spatial temporal subsidies in ride-sourcing markets

A mean-field Markov decision process model for spatial temporal subsidies in ride-sourcing markets

Ride-sourcing services are increasingly popular because of their ability to accommodate on-demand travel needs. A critical issue faced by ride-sourcing platforms is the supply-demand imbalance, as a result of which drivers may spend substantial time on idle cruising and picking up remote passengers....

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Bibliographic Details
Main Authors: ZHU, Zheng, KE, Jintao, WANG, Hai
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2022
Subjects:
Markov decision process
mean-field
mixed agents
ride-sourcing
subsidy
Artificial Intelligence and Robotics
Databases and Information Systems
Online Access:https://ink.library.smu.edu.sg/sis_research/6656
https://ink.library.smu.edu.sg/context/sis_research/article/7659/viewcontent/A_mean_field_Markov_decision_process_model_for_spatial_temporal_subsidies_in_ride_sourcing_markets__1_.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/6656
https://ink.library.smu.edu.sg/context/sis_research/article/7659/viewcontent/A_mean_field_Markov_decision_process_model_for_spatial_temporal_subsidies_in_ride_sourcing_markets__1_.pdf

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