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20132025
most citedCommon pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans

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eess.SY2013

On Periodic Reference Tracking Using Batch-Mode Reinforcement Learning with Application to Gene Regulatory Network Control

Aivar Sootla, Natalja Strelkowa, Damien Ernst +2

In this paper, we consider the periodic reference tracking problem in the framework of batch-mode reinforcement learning, which studies methods for solving optimal control problems…

eess.SY2013★ 16 cited

Toggling a Genetic Switch Using Reinforcement Learning

Aivar Sootla, Natalja Strelkowa, Damien Ernst +2

In this paper, we consider the problem of optimal exogenous control of gene regulatory networks. Our approach consists in adapting an established reinforcement learning algorithm c…