Democratizing Constraint Satisfaction Problems through Machine Learning.
Mohit KumarSamuel KolbClément GautraisLuc De RaedtPublished in: AAAI (2021)
Keyphrases
- constraint satisfaction problems
- machine learning
- constraint satisfaction
- constraint programming
- constraint propagation
- constraint solving
- np complete
- search space
- non binary
- product configuration
- combinatorial problems
- arc consistency
- computational problems
- np hard
- constraint problems
- constraint optimization
- disjunctive temporal
- soft constraints
- forward checking
- pseudo boolean optimization
- sat problem
- decomposition methods
- constraint networks
- solving constraint satisfaction problems
- reinforcement learning
- finite domain
- temporal constraints
- backtracking search
- graph coloring problems
- tractable subclasses
- sat solvers