Measurement Scheduling for ICU Patients with Offline Reinforcement Learning.
Zongliang JiAnna GoldenbergRahul G. KrishnanPublished in: CoRR (2024)
Keyphrases
- reinforcement learning
- intensive care unit
- intensive care units
- clinical data
- intensive care
- scheduling algorithm
- scheduling problem
- function approximation
- real time
- monitoring system
- blood pressure
- state space
- round robin
- high risk
- medical staff
- dynamic programming
- learning algorithm
- neurological disorders
- cardiac surgery
- parallel machines
- patient data
- reinforcement learning algorithms
- temporal difference
- medical data
- markov decision processes
- resource allocation
- statistical analysis
- decision support system
- medical knowledge
- raw data
- machine learning
- model free
- real time database systems
- optimal policy
- healthy controls
- medical center
- prognostic models
- multi agent