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Incorporating causal factors into reinforcement learning for dynamic treatment regimes in HIV

BACKGROUND: Reinforcement learning (RL) provides a promising technique to solve complex sequential decision making problems in health care domains. However, existing studies simply apply naive RL algorithms in discovering optimal treatment strategies for a targeted problem. This kind of direct appli...

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Bibliografske podrobnosti
izdano v:BMC Med Inform Decis Mak
Main Authors: Yu, Chao, Dong, Yinzhao, Liu, Jiming, Ren, Guoqi
Format: Artigo
Jezik:Inglês
Izdano: BioMed Central 2019
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6454675/
https://ncbi.nlm.nih.gov/pubmed/30961606
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-019-0755-6
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