13.1AIMay 27, 2020
Neural heuristics for SAT solvingSebastian Jaszczur, Michał Łuszczyk, Henryk Michalewski
We use neural graph networks with a message-passing architecture and an attention mechanism to enhance the branching heuristic in two SAT-solving algorithms. We report improvements of learned neural heuristics compared with two standard human-designed heuristics.