Maximizing the probability of arriving on time: A practical q-learning method

The stochastic shortest path problem is of crucial importance for the development of sustainable transportation systems. Existing methods based on the probability tail model seek for the path that maximizes the probability of arriving at the destination before a deadline. However, they suffer from l...

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Main Authors: CAO, Zhiguang, GUO, Hongliang, ZHANG, Jie, OLIEHOEK, Frans, FASTENRATH, Ulrich
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2017
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Online Access:https://ink.library.smu.edu.sg/sis_research/8131
https://ink.library.smu.edu.sg/context/sis_research/article/9134/viewcontent/11170_Article_Text_14698_1_2_20201228.pdf
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Institution: Singapore Management University
Language: English