NICE: Robust Scheduling through Reinforcement Learning-Guided Integer Programming

1 code implementation • 24 Sep 2021 • Luke Kenworthy, Siddharth Nayak, Christopher Chin, Hamsa Balakrishnan

We compare NICE with (1) a baseline integer programming formulation that produces a feasible crew schedule, and (2) a robust integer programming formulation that explicitly tries to minimize the impact of disruptions.

reinforcement-learning Reinforcement Learning (RL) +1