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stat.ME2025
On a Reinforcement Learning Methodology for Epidemic Control, with application to COVID-19
Giacomo Iannucci, Petros Barmpounakis, Alexandros Beskos +1
This paper presents a real time, data driven decision support framework for epidemic control. We combine a compartmental epidemic model with sequential Bayesian inference and reinf…
stat.ME2024
Particle Based Inference for Continuous-Discrete State Space Models
Christopher Stanton, Alexandros Beskos
This article develops a methodology allowing application of the complete machinery of particle-based inference methods upon the class of continuous-discrete State Space Models (CD-…