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  • šŸ« 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/).

  • šŸ‘Øā€šŸŽ“ 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.

  • šŸ”­ 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. Iā€™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.

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

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

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

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

LUO ZHIYAO's Projects

dtr-bench icon dtr-bench

A Benchmark Platform for Reinforcement Learning Based Dynamic Treatment Regime

dtrgym icon dtrgym

Reinforcement Learning Environment Collection for Dynamic Treatment Regime

nn icon nn

This repository is a suppliant resource of HW2 for NUS courses ME5404 Neural Network. It contains the complete version of source code with some typical GIFs result.

pytorch-vae icon pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

sipmai icon sipmai

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

waka-box icon waka-box

šŸ“Š Update a pinned gist to contain your weekly WakaTime stats

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