Linear programming-based solution methods for constrained partially observable Markov decision processes

no code implementations • 28 Jun 2022 • Robert K. Helmeczi, Can Kavaklioglu, Mucahit Cevik

Finally, the flexibility of LP-based approaches is demonstrated by applying deterministic policy constraints, and a detailed investigation into their impact on rewards and CPU run time is provided.

A multi-objective constrained POMDP model for breast cancer screening

no code implementations • 10 Jun 2022 • Robert K. Helmeczi, Can Kavaklioglu, Mucahit Cevik, Davood Pirayesh Neghab

While most countries have large-scale screening programs, there is no consensus on a single globally accepted guideline for breast cancer screening.