Deep Reinforcement Model Selection for Communications Resource Allocation in On-Site Medical Care.
Steffen GraclaEdgar BeckCarsten BockelmannArmin DekorsyPublished in: CoRR (2021)
Keyphrases
- model selection
- resource allocation
- medical care
- cross validation
- hyperparameters
- resource allocation problems
- regression model
- sample size
- reinforcement learning
- mixture model
- machine learning
- parameter estimation
- information criterion
- optimal resource allocation
- variable selection
- gaussian process
- selection criterion
- statistical inference
- scarce resources
- allocation problems
- model selection criteria
- feature selection
- marginal likelihood
- bayesian information criterion
- patient care
- resource allocation and scheduling
- parameter determination
- medical images