Chirath Hettiarachchi

Research Fellow and HDR Convener Data Science

Picture of Chirath Hettiarachchi

Location
Hanna Neumann Blg (145), 3.16

Email
Chirath.Hettiarachchi@anu.edu.au

Clusters

Publications
ORCiD
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ANU Research Profile
chirath-hettiarachchi

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Biography

Chirath Hettiarachchi is a Research Fellow at the ANU School of Computing working on closed-loop healthcare applications.

Research

I’m interested in developing Machine Learning and Reinforcement Learning (RL) algorithms for closed-loop clinical treatment strategies. You can try out our work on RL-based Artificial Pancreas Systems (APS) for automating glucose regulation treatment in Type 1 Diabetes by visiting CAPSML and learn more about this work using the following open-sourced resources:

Interests

  • Reinforcement Learning
  • Machine Learning
  • Control Systems
  • Signal Processing
  • Biomedical Engineering
  • Neuroinformatics
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