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

Reinforcement learning in large, structured action spaces: A simulation study of decision support for spinal cord injury rehabilitationIntelligent Medicine (IM), 2023

153

23 Oct 2023

A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2022

Jinpei Guo

Biwei Huang

Dacheng Tao

196

09 Jun 2022

Machine Learning Models Disclosure from Trusted Research Environments (TRE), Challenges and Opportunities

Esma Mansouri-Benssassi

217

10 Nov 2021

Reinforcement Learning for Intelligent Healthcare Systems: A Comprehensive Survey

175

05 Aug 2021

An Analysis of Reinforcement Learning for Malaria Control

Ndivhuwo Makondo

Arinze Lawrence Folarin

Simphiwe Nhlahla Zitha

S. Remy

OffRL

104

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

222

16 Dec 2020

Reinforcement Learning in Healthcare: A SurveyACM Computing Surveys (ACM CSUR), 2019

558

680

22 Aug 2019

Dynamic Control of Stochastic Evolution: A Deep Reinforcement Learning Approach to Adaptively Targeting Emergent Drug Resistance

D. Engelhardt

27 Mar 2019