SeaPearl: A Constraint Programming Solver guided by Reinforcement Learning

1 code implementation • 18 Feb 2021 • Félix Chalumeau, Ilan Coulon, Quentin Cappart, Louis-Martin Rousseau

This paper presents the proof of concept for SeaPearl, a new CP solver implemented in Julia, that supports machine learning routines in order to learn branching decisions using reinforcement learning.

BIG-bench Machine Learning Combinatorial Optimization +3