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Generating Reward Functions Using IRL Towards Individualized Cancer Screening

Cancer screening can benefit from individualized decision-making tools that decrease overdiagnosis. The heterogeneity of cancer screening participants advocates the need for more personalized methods. Partially observable Markov decision processes (POMDPs), when defined with an appropriate reward fu...

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Publicat a:Artif Intell Health (2018)
Autors principals: Petousis, Panayiotis, Han, Simon X., Hsu, William, Bui, Alex A. T.
Format: Artigo
Idioma:Inglês
Publicat: 2019
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6667225/
https://ncbi.nlm.nih.gov/pubmed/31363717
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-12738-1_16
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