The Benefit of Decomposing POMDP for Control of Gene Regulatory Networks

Controlling genes and interactions between them is an example real life problem that exhibits partial observability and can be modelled with POMDP framework. In this work, we explore the feasibility of realizing the genes related problem in POMDP framework. Current works addressing partial observabi...

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Hauptverfasser:	Erdogdu, Utku, Alhajj, Reda, Polat, Faruk
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Applied computing > Life and medical sciences > Computational biology Applied computing > Life and medical sciences > Genetics Applied computing > Life and medical sciences > Systems biology Data analysis Educational institutions Gene expression Information systems > Information systems applications Information systems > Information systems applications > Decision support systems > Expert systems Joints Markov processes Observability Probabilistic logic
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