Hierarchical value decomposition for effective on-demand ride pooling

Hierarchical value decomposition for effective on-demand ride pooling

On-demand ride-pooling (e.g., UberPool, GrabShare) services focus on serving multiple different customer requests using each vehicle, i.e., an empty or partially filled vehicle can be assigned requests from different passengers with different origins and destinations. On the other hand, in Taxi on D...

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Bibliographic Details
Main Authors: JIANG, Hao, VARAKANTHAM, Pradeep
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2022
Subjects:
Ride Pooling
Neural Approximate Dynamic Programming
Reinforcement Learning
Value Decomposition
Artificial Intelligence and Robotics
Operations Research, Systems Engineering and Industrial Engineering
Transportation
Online Access:https://ink.library.smu.edu.sg/sis_research/7096
https://ink.library.smu.edu.sg/context/sis_research/article/8099/viewcontent/HIVES.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/7096
https://ink.library.smu.edu.sg/context/sis_research/article/8099/viewcontent/HIVES.pdf

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