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:
- G2P2C Algorithm
- GluCoEnv Simulator
- Detailed Information
Interests
- Reinforcement Learning
- Machine Learning
- Control Systems
- Signal Processing
- Biomedical Engineering
- Neuroinformatics