About Me

I am Huang Shuangyao, a final-year PhD student at the Department of Computer Science, the University of Otago. I'm studying in Systems Research Group (SRG), supervised by A.Professor Zhang Haibo and Professor Huang Zhiyi. My research focuses on Multi-Agent Reinforcement Learning (MARL) with an application on Collision Avoidance of UAV swarms.

Publications

  • Multi-UAV Collision Avoidance using Multi-Agent Reinforcement Learning with Counterfactual Credit Assignment
    Huang, Shuangyao, Haibo Zhang, and Zhiyi Huang
    Arxiv
  • E2Coop: Energy Efficient and Cooperative Obstacle Detection and Avoidance for UAV Swarms
    Huang, Shuangyao, Haibo Zhang, and Zhiyi Huang
    Proceedings of the International Conference on Automated Planning and Scheduling (ICAPS). Vol. 31. 2021
  • A Path Planning Algorithm for Smooth Trajectories of Unmanned Aerial Vehicles via Potential Fields
    Huang, Shuangyao, Haibo Zhang, and Zhiyi Huang
    2018 15th International Conference on Control, Automation, Robotics and Vision (ICARCV)
  • COMVELOC: A Compensation Vector-Based Indoor Localization System in WIFI Environments
    Huang, Shuangyao, Haibo Zhang, and Zhiyi Huang
    TENCON 2018


 

Contact Me

 shuangyao@cs.otago.ac.nz