Deep Reinforcement Learning for Real-Time Airport Emergency Evacuation Using Asynchronous Advantage Actor–Critic (A3C) Algorithm

Yujing Zhou, Yupeng Yang, Bill Deng Pan, Yongxin Liu, Sirish Namilae, Houbing Herbert Song, Dahai Liu

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Article number2269
JournalMathematics
Volume13
Issue number14
DOIs
StatePublished - Jul 2025
Externally publishedYes

ASJC Scopus Subject Areas

  • Computer Science (miscellaneous)
  • General Mathematics
  • Engineering (miscellaneous)

Keywords

  • A3C algorithm
  • DQN algorithm
  • airport simulation
  • aviation safety
  • emergency evacuation
  • real-time decision-making
  • reinforcement learning

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