Portrait of Yongshuai Liu
Graduate Student Researcher

Yongshuai Liu

Graduate Student Researcher

>_

AIFS Publications

  • A thumbnail of the journal or conference cover of Constrained Reinforcement Learning for Autonomous Farming: Challenges and Opportunities
    Workshop Article ⏐ AAAI Workshop AI Agric. Food Syst. 2023

    Constrained Reinforcement Learning for Autonomous Farming: Challenges and Opportunities

    Liu, Yongshuai,Taeyeong Choi,and Xin Liu
    Publication
  • A thumbnail of the journal or conference cover of Policy Learning with Constraints in Model-free Reinforcement Learning: A Survey
    Conference Article ⏐ IJCAI 2021

    Policy Learning with Constraints in Model-free Reinforcement Learning: A Survey

    Liu, Yongshuai,Avishai Halev,and Xin Liu
    DOI: 10.24963/ijcai.2021/614
  • A thumbnail of the journal or conference cover of CTS2: Time Series Smoothing with Constrained Reinforcement Learning
    Conference Article ⏐ ACML 2021

    CTS2: Time Series Smoothing with Constrained Reinforcement Learning

    Liu, Yongshuai,and Xin Liu
    Publication
  • A thumbnail of the journal or conference cover of Resource Allocation Method for Network Slicing Using Constrained Reinforcement Learning
    Conference Article ⏐ IFIP Network. Conf. 2021

    Resource Allocation Method for Network Slicing Using Constrained Reinforcement Learning

    Liu, Yongshuai,Jiaxin Ding,and Xin Liu
    DOI: 10.23919/IFIPNetworking52078.2021.9472202
  • A thumbnail of the journal or conference cover of CLARA: A Constrained Reinforcement Learning Based Resource Allocation Framework for Network Slicing
    Conference Article ⏐ IEEE Trans. Big Data 2023

    CLARA: A Constrained Reinforcement Learning Based Resource Allocation Framework for Network Slicing

    Liu, Yongshuai,Jiaxin Ding,Zhi-Li Zhang,and Xin Liu
    DOI: 10.1109/BigData52589.2021.9671840