Search Results for author: Anh Mai

Found 2 papers, 2 papers with code

On the calibration of compartmental epidemiological models

1 code implementation • 9 Dec 2023 • Nikunj Gupta, Anh Mai, Azza Abouzied, Dennis Shasha

Finally, we discuss how the calibration of parameters of epidemiological compartmental models is an emerging field that has the potential to improve the accuracy of disease modeling and public health decision-making.

Decision Making Reinforcement Learning (RL)

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Code

Planning Multiple Epidemic Interventions with Reinforcement Learning

1 code implementation • 30 Jan 2023 • Anh Mai, Nikunj Gupta, Azza Abouzied, Dennis Shasha

We illustrate how to effectively apply state-of-the-art actor-critic reinforcement learning algorithms (PPO and SAC) to search for plans that minimize overall costs.

reinforcement-learning Reinforcement Learning (RL)

Paper
Code

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