222 citations · 600 across the 46 of their papers we have counts for
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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…