2 papers
cs.LG2026
Imitation Learning for Combinatorial Optimisation under Uncertainty
Prakash Gawas, Antoine Legrain, Louis-Martin Rousseau
Imitation learning (IL) provides a data-driven framework for approximating policies for large-scale combinatorial optimisation problems formulated as sequential decision problems (…
math.OC2023
Notification Timing for On-Demand Personnel Scheduling
Prakash Gawas, Antoine Legrain, Louis-Martin Rousseau
Modern business models have enabled service systems to leverage a large pool of casual employees with flexible hours, paid based on piece rates, to fulfill on-demand work. These sy…