NICE: Robust Scheduling through Reinforcement Learning-Guided Integer Programming.
Luke KenworthySiddharth NayakChristopher ChinHamsa BalakrishnanPublished in: AAAI (2022)
Keyphrases
- integer programming
- reinforcement learning
- production planning
- np hard
- ai planning
- linear programming
- lagrangian relaxation
- facility location
- constraint programming
- valid inequalities
- column generation
- set covering problem
- scheduling problem
- network flow
- machine learning
- cutting plane algorithm
- cutting plane
- transportation problem
- set covering
- vehicle routing problem with time windows
- integer program
- search space
- set partitioning
- dantzig wolfe decomposition
- integer programming formulations