OPTIMISTIC SAMPLING STRATEGY FOR DATA-EFFICIENT REINFORCEMENT LEARNING


Investigation and sequence analysis of avian polyomavirus and psittacine beak and feather disease virus from companion birds in eastern Turkey

Avian polyomavirus (APV) and psittacine beak and feather disease virus (PBFDV) induce contagious and persistent diseases that affect the beaks, feathers, and immune systems of companion birds.APV causes MENS SINGLETS hepatitis, ascites, hydropericardium, depression, feather disorders, abdominal distension, and potentially death.PBFDV can induce Pre

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Colorectal cancer subtype identification from differential gene expression levels using minimalist deep learning

Abstract Background Cancer molecular subtyping plays a critical role in individualized patient treatment.In previous studies, high-throughput gene expression signature-based methods have been proposed to identify cancer subtypes.Unfortunately, the existing ones purse suffer from the curse of dimensionality, data sparsity, and computational deficien

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Towards the first plasma-electron screening experiment

The enhancement of fusion reaction rates in a thermonuclear plasma by electron screening of the Coulomb barrier Head Demagnetizer is an important plasma-nuclear effect that is present in stellar models but has not been experimentally observed.Experiments using inertial confinement fusion (ICF) implosions may provide a unique opportunity to observe

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Educating for active citizenship and sustainable development

SHAMPOO In this essay the question of how to reconcile active citizenship and sustainable development will be addressed.In particular, it is a question of developing in the first part of the article a reflection on the education of the citizen, in the second part the necessary conditions for the school to be able to contribute to the formation of t

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