Search Results for author: Azza Abouzied

Found 3 papers, 2 papers with code

On the calibration of compartmental epidemiological models

1 code implementation9 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)

Planning Multiple Epidemic Interventions with Reinforcement Learning

1 code implementation30 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)

Stochastic Package Queries in Probabilistic Databases

no code implementations11 Mar 2021 Matteo Brucato, Nishant Yadav, Azza Abouzied, Peter J. Haas, Alexandra Meliou

We provide methods for specifying -- via a SQL extension -- and processing stochastic package queries (SPQs), in order to solve optimization problems over uncertain data, right where the data resides.

Decision Making Decision Making Under Uncertainty +1 Databases

Cannot find the paper you are looking for? You can Submit a new open access paper.