Who Gets Watched? Allocating Scarce Escalation Resources on Pediatric Wards with Neural Index Policies
This work model ward escalation decisions using a multi-action restless multi-armed bandit model and develops Multi-action Index Learning and Optimization Policy (MILOP) as a computational solution approach, which trains a neural network to generate a high-quality index policy using a decision-focused learning approach...
Himadri S. Pandey, M. Mai, N. Muthu et al.
· 2 citations