167 citations · 211 across the 13 of their papers we have counts for
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cs.LG2022★ 1 cited
Deep Reinforcement Learning for Stabilization of Large-scale Probabilistic Boolean Networks
Sotiris Moschoyiannis, Evangelos Chatzaroulas, Vytenis Sliogeris +1
The ability to direct a Probabilistic Boolean Network (PBN) to a desired state is important to applications such as targeted therapeutics in cancer biology. Reinforcement Learning…
cs.LG2019★ 4 cited
Deep Reinforcement Learning for Control of Probabilistic Boolean Networks
Georgios Papagiannis, Sotiris Moschoyiannis
Probabilistic Boolean Networks (PBNs) were introduced as a computational model for the study of complex dynamical systems, such as Gene Regulatory Networks (GRNs). Controllability…