Precision medicine as a control problem: Using simulation and deep reinforcement learning to discover adaptive, personalized multi-cytokine therapy for sepsis

8 February 2018

Papers citing "Precision medicine as a control problem: Using simulation and deep reinforcement learning to discover adaptive, personalized multi-cytokine therapy for sepsis"

8 / 8 papers shown

Title
Reinforcement learning in large, structured action spaces: A simulation study of decision support for spinal cord injury rehabilitation Nathan Phelps Stephanie Marrocco Stephanie Cornell Dalton L. Wolfe Daniel J. Lizotte AI4CE 52 0 0 23 Oct 2023
A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning Jinpei Guo Biwei Huang Dacheng Tao 66 20 0 09 Jun 2022
Machine Learning Models Disclosure from Trusted Research Environments (TRE), Challenges and Opportunities Esma Mansouri-Benssassi Simon Rogers Jim Q. Smith F. Ritchie E. Jefferson 43 5 0 10 Nov 2021
Reinforcement Learning for Intelligent Healthcare Systems: A Comprehensive Survey A. Abdellatif N. Mhaisen Z. Chkirbene Amr M. Mohamed A. Erbad Mohsen Guizani OffRL AI4TS 65 23 0 05 Aug 2021
An Analysis of Reinforcement Learning for Malaria Control Ndivhuwo Makondo Arinze Lawrence Folarin Simphiwe Nhlahla Zitha S. Remy OffRL 55 2 0 19 Jul 2021
Sample-Efficient Reinforcement Learning via Counterfactual-Based Data Augmentation Chaochao Lu Erdun Gao Ke Wang José Miguel Hernández-Lobato Kun Zhang Bernhard Schölkopf CML OOD OffRL 87 60 0 16 Dec 2020
Reinforcement Learning in Healthcare: A Survey Chao Yu Jiming Liu S. Nemati LM&MA OffRL 200 579 0 22 Aug 2019
Dynamic Control of Stochastic Evolution: A Deep Reinforcement Learning Approach to Adaptively Targeting Emergent Drug Resistance D. Engelhardt 22 14 0 27 Mar 2019