SeaPearl: A Constraint Programming Solver guided by Reinforcement Learning.
Félix ChalumeauIlan CoulonQuentin CappartLouis-Martin RousseauPublished in: CoRR (2021)
Keyphrases
- constraint programming
- reinforcement learning
- constraint solver
- constraint solvers
- constraint based pattern mining
- constraint solving
- constraint satisfaction problems
- combinatorial problems
- constraint propagation
- constraint satisfaction
- integer programming
- global constraints
- symmetry breaking
- state space
- constraint logic programming
- constraint based mining
- learning algorithm
- search heuristics
- arc consistency
- optimal policy
- column generation
- itemset mining
- search strategies
- finite domain
- np hard problems
- machine learning
- constraint optimization
- transfer learning
- dynamic programming