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