On collaborative reinforcement learning to optimize the redistribution of critical medical supplies throughout the COVID-19 pandemic.
Bryan P. BednarskiAkash Deep SinghWilliam M. JonesPublished in: J. Am. Medical Informatics Assoc. (2021)
Keyphrases
- reinforcement learning
- medical diagnosis
- markov decision processes
- artificial intelligence
- geographically dispersed
- medical information
- function approximation
- medical imaging
- robotic control
- policy search
- medical domain
- computer supported collaborative learning
- optimal policy
- collaborative learning
- state space
- learning process
- temporal difference
- data sets
- medical treatment
- machine learning
- information systems
- decision making
- medical experts
- medical knowledge
- case study
- x ray
- medical data
- dynamic programming
- optimal control
- knowledge acquisition