Combining Reinforcement Learning and Constraint Programming for Sequence-Generation Tasks with Hard Constraints.
Daphné LafleurSarath ChandarGilles PesantPublished in: CP (2022)
Keyphrases
- constraint programming
- hard constraints
- constraint satisfaction problems
- hard and soft constraints
- constraint satisfaction
- reinforcement learning
- soft constraints
- constraint propagation
- combinatorial problems
- arc consistency
- finite domain
- global constraints
- transfer learning
- search space
- np complete
- efficient computation
- constraint logic programming
- cost function
- learning algorithm
- symmetry breaking
- constraint solving
- graph cuts
- temporal constraints
- np hard
- scheduling problem
- linear programming