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2506.14375
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IntelliLung: Advancing Safe Mechanical Ventilation using Offline RL with Hybrid Actions and Clinically Aligned Rewards
17 June 2025
Muhammad Hamza Yousuf
Jason Li
S. Vahdati
Raphael Theilen
Jakob Wittenstein
Jens Lehmann
OffRL
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Papers citing
"IntelliLung: Advancing Safe Mechanical Ventilation using Offline RL with Hybrid Actions and Clinically Aligned Rewards"
5 / 5 papers shown
Title
Offline Reinforcement Learning with Implicit Q-Learning
Ilya Kostrikov
Ashvin Nair
Sergey Levine
OffRL
296
922
0
12 Oct 2021
Conservative Q-Learning for Offline Reinforcement Learning
Aviral Kumar
Aurick Zhou
George Tucker
Sergey Levine
OffRL
OnRL
140
1,824
0
08 Jun 2020
Soft Actor-Critic for Discrete Action Settings
Petros Christodoulou
OffRL
141
299
0
16 Oct 2019
Off-Policy Deep Reinforcement Learning without Exploration
Scott Fujimoto
David Meger
Doina Precup
OffRL
BDL
234
1,624
0
07 Dec 2018
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
Tuomas Haarnoja
Aurick Zhou
Pieter Abbeel
Sergey Levine
314
8,396
0
04 Jan 2018
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