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  • University of Oxford

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GilesLuo/README.md
  • 🏫 My status: I'm a full-time DPhil student at CHILab, University of Oxford (https://eng.ox.ac.uk/chi/) after working as a graduate research fellow for National University of Singapore with Prof. Xiaonan Wang (https://www.smartsystemsengineering.com/).

  • πŸ‘¨β€πŸŽ“ I received MSc Degree at National University of Singapore in 2020 on my Master Thesis "Collision-Free Multi-Agent Path Finding via Distributed Reinforcement Learning" under the supervison of Prof. Guillaume Sartoretti (https://www.marmotlab.org/). Before that, I received Bachelor degree from Northwestern Polytechnical University in China under the joint educational framework with National University of Singapore.

  • πŸ”­ My interests lay in reinforcement learning, (specifically batch RL and off-policy RL), and some other branches of machine learning which correlate to the application of AI in real world. I’m currently working on the development of medical decision making systems, and some interdisplinary translational work bridging AI with Chemistry, Material Science and Multi-Energy Systems.

  • ❓ You are very welcomed to contact me regarding research-wise collaboration or working/study experience.

  • πŸ“« How to reach me: πŸ“§ [email protected]; πŸ“§ [email protected]

  • πŸ’¬ To view my publications: https://scholar.google.com/citations?user=g65Ry78AAAAJ&hl

  • πŸ’¬ My story https://www.oxfordsparks.ox.ac.uk/scientists/zhiyao-luo/

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  1. marmotlab/PRIMAL2 marmotlab/PRIMAL2 Public

    Training code PRIMAL2 - Public Repo

    Python 158 59

  2. SiPMai SiPMai Public

    SiPMai: A Simple Yet Effective Scanning Probe Microscope Auto Image Generator for Deep Learning

    Python 3 1

  3. DTRGym DTRGym Public

    Reinforcement Learning Environment Collection for Dynamic Treatment Regime

    Python 4 2

  4. DTR-Bench DTR-Bench Public

    A Benchmark Platform for Reinforcement Learning Based Dynamic Treatment Regime

    Jupyter Notebook 7 1