Deep Reinforcement Model Selection for Communications Resource Allocation in On-Site Medical Care.
Steffen GraclaEdgar BeckCarsten BockelmannArmin DekorsyPublished in: WCNC (2022)
Keyphrases
- model selection
- resource allocation
- medical care
- cross validation
- hyperparameters
- parameter estimation
- reinforcement learning
- regression model
- resource allocation problems
- optimal resource allocation
- mixture model
- feature selection
- variable selection
- model selection criteria
- sample size
- information criterion
- allocation problems
- statistical inference
- resource allocation decisions
- selection criterion
- gaussian process
- combinatorial auctions
- patient care
- marginal likelihood
- parameter determination
- distributed resource allocation
- health care
- machine learning
- bayesian information criterion
- lower bound
- objective function
- knowledge base
- scarce resources
- data mining
- real world