Learning with Combinatorial Optimization Layers: a Probabilistic Approach.
Guillaume DalleLéo BatyLouis BouvierAxel ParmentierPublished in: CoRR (2022)
Keyphrases
- combinatorial optimization
- reinforcement learning
- learning process
- learning algorithm
- prior knowledge
- optimization problems
- combinatorial optimization problems
- traveling salesman problem
- metaheuristic
- online learning
- branch and bound
- learning problems
- learning systems
- evolutionary algorithm
- simulated annealing
- learning tasks
- supervised learning
- active learning
- branch and bound algorithm
- lower bound
- hard combinatorial optimization problems