Deep Reinforcement Learning for Closed-Loop Blood Glucose Control

Deep Reinforcement Learning for Closed-Loop Blood Glucose Control

18 September 2020

Papers citing "Deep Reinforcement Learning for Closed-Loop Blood Glucose Control"

15 / 15 papers shown

Title
Identifying Distinct, Effective Treatments for Acute Hypotension with SODA-RL: Safely Optimized Diverse Accurate Reinforcement Learning Joseph D. Futoma M. A. Masood Finale Doshi-Velez OffRL OOD 66 12 0 09 Jan 2020
If MaxEnt RL is the Answer, What is the Question? Benjamin Eysenbach Sergey Levine 66 58 0 04 Oct 2019
A dual mode adaptive basal-bolus advisor based on reinforcement learning Qingnan Sun Marko V. Jankovic João Budzinski B. Moore P. Diem C. Stettler Stavroula Mougiakakou 39 60 0 07 Jan 2019
Soft Actor-Critic Algorithms and Applications Tuomas Haarnoja Aurick Zhou Kristian Hartikainen George Tucker Sehoon Ha ... Vikash Kumar Henry Zhu Abhishek Gupta Pieter Abbeel Sergey Levine 136 2,430 0 13 Dec 2018
Deep Multi-Output Forecasting: Learning to Accurately Predict Blood Glucose Trajectories Ian Fox Lynn Ang M. Jaiswal R. Pop-Busui Jenna Wiens OOD AI4TS 92 78 0 14 Jun 2018
Evaluating Reinforcement Learning Algorithms in Observational Health Settings Omer Gottesman Fredrik D. Johansson Joshua Meier Jack Dent Donghun Lee ... Matthieu Komorowski A. Faisal Leo Anthony Celi David Sontag Finale Doshi-Velez OOD OffRL 36 134 0 31 May 2018
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor Tuomas Haarnoja Aurick Zhou Pieter Abbeel Sergey Levine 307 8,352 0 04 Jan 2018
Representation and Reinforcement Learning for Personalized Glycemic Control in Septic Patients W. Weng Mingwu Gao Ze He Susu Yan Peter Szolovits OffRL 40 59 0 02 Dec 2017
AI Safety Gridworlds Jan Leike Miljan Martic Victoria Krakovna Pedro A. Ortega Tom Everitt Andrew Lefrancq Laurent Orseau Shane Legg 108 253 0 27 Nov 2017
Deep Reinforcement Learning that Matters Peter Henderson Riashat Islam Philip Bachman Joelle Pineau Doina Precup David Meger OffRL 118 1,954 0 19 Sep 2017
Reproducibility of Benchmarked Deep Reinforcement Learning Tasks for Continuous Control Riashat Islam Peter Henderson Maziar Gomrokchi Doina Precup BDL OffRL 75 253 0 10 Aug 2017
Constrained Policy Optimization Joshua Achiam David Held Aviv Tamar Pieter Abbeel 110 1,325 0 30 May 2017
A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units Niranjani Prasad Li-Fang Cheng C. Chivers Michael Draugelis Barbara E. Engelhardt OffRL 55 167 0 20 Apr 2017
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,354 0 03 Jun 2014

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