A POMDP model for guiding taxi cruising in a congested urban city
We consider a partially observable Markov decision process (POMDP) model for improving a taxi agent cruising decision in a congested urban city. Using real-world data provided by a large taxi company in Singapore as a guide, we derive the state transition function of the POMDP. Specifically, we mode...
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| Main Authors: | , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2011
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/1385 https://ink.library.smu.edu.sg/context/sis_research/article/2384/viewcontent/pomdpTaxi_2011_MICAI.pdf |
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| Institution: | Singapore Management University |
| Language: | English |