A multi-agent reinforcement learning scheduling algorithm integrating state graph and task graph structural modeling for ride-sharing dispatching.

Journal: Scientific reports
Published Date: Jan 17, 2026

Abstract

No abstract available for this article.

Authors

  • Junlin Sha
    School of Transportation and Electrical Engineering, Dalian University of Science and Technology, No. 999-26 Bingang Road, Lvshun Economic Development Zone, Dalian, 116052, Liaoning Province, China. [email protected].
  • Meixia Song
    School of Traffic and Electrical Engineering, Dalian University of Science and Technology, Dalian, China.
  • Guozhu Sui
    School of Traffic and Electrical Engineering, Dalian University of Science and Technology, Dalian, China.
  • Haiyun Sun
    School of Transportation and Electrical Engineering, Dalian University of Science and Technology, No. 999-26 Bingang Road, Lvshun Economic Development Zone, Dalian, 116052, Liaoning Province, China.
  • Dongyan Dong
    School of Transportation and Electrical Engineering, Dalian University of Science and Technology, No. 999-26 Bingang Road, Lvshun Economic Development Zone, Dalian, 116052, Liaoning Province, China.

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