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Efficient dispatching for on-demand ride services: Systematic optimization via Monte-Carlo tree search

  • Published:2021-06 Issue: Volume:127 Page:103156
  • ISSN:0968-090X
  • Container-title:Transportation Research Part C: Emerging Technologies
  • language:en
  • Short-container-title:Transportation Research Part C: Emerging Technologies

Author:

Chen Xiqun (Michael),Chen Xiaowei,Zheng Hongyu,Xiao Feng

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Computer Science Applications,Transportation,Automotive Engineering,Civil and Structural Engineering

Reference51 articles.

1. Expected-outcome: A general model of static evaluation;Abramson;IEEE Trans. Pattern Anal. Mach. Intell.,1990

2. On-demand high-capacity ride-sharing via dynamic trip-vehicle assignment;Alonso-Mora;Proc. Natl. Acad. Sci.,2017

3. Finite-time analysis of the multiarmed bandit problem;Auer;Machine Learning,2002

4. A survey of Monte Carlo tree search methods;Browne;IEEE Trans. Comput. Intell. AI Games,2012

5. Understanding network travel time reliability with on-demand ride service data;Chen;Front. Eng. Manage.,2017

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