NICE: Robust scheduling through reinforcement learning-guided integer programming

L Kenworthy, S Nayak, C Chin… - Proceedings of the AAAI …, 2022 - ojs.aaai.org
Integer programs provide a powerful abstraction for representing a wide range of real-world
scheduling problems. Despite their ability to model general scheduling problems, solving …

Air force crew scheduling: An integer optimization approach

MJ Koch - 2021 - dspace.mit.edu
Air Force flight, training, and crew scheduling is a labor-intensive and largely manual
process across all flying squadrons. Complex training requirements and dependencies …

Learning-based Scheduling

SN Nayak - 2022 - dspace.mit.edu
Integer programs provide a powerful abstraction for representing a wide range of real-world
scheduling problems. Despite their ability to model general scheduling problems, solving …