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Data-Driven Robust Control of Discrete-Time Uncertain Linear Systems via Off-Policy Reinforcement Learning

  • Yongliang Yang
  • , Zhishan Guo
  • , Haoyi Xiong
  • , Da-Wei Ding
  • , Yixin Yin
  • , Donald C. Wunsch

    Research output: Contribution to journalArticlepeer-review

    Original languageEnglish
    Article number8657370
    Pages (from-to)3735-3747
    Number of pages13
    JournalIEEE Transactions on Neural Networks and Learning Systems
    Volume30
    Issue number12
    DOIs
    StatePublished - Dec 2019

    ASJC Scopus Subject Areas

    • Software
    • Computer Science Applications
    • Computer Networks and Communications
    • Artificial Intelligence

    Keywords

    • Model-free
    • off-policy
    • on-policy
    • reinforcement learning (RL)
    • robust control
    • system uncertainty

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