A framework to shift basins of attraction of gene regulatory networks through batch reinforcement learning.
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DOI: 10.1016/j.artmed.2020.101853
Abstract: A major challenge in gene regulatory networks (GRN) of biological systems is to discover when and what interventions should be applied to shift them to healthy phenotypes. A set of gene activity profiles, called basin… read more here.
Keywords: shift; gene regulatory; batch reinforcement; reinforcement learning ... See more keywords