Neural heuristics for SAT solving

05/27/2020

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by   Sebastian Jaszczur, et al.

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12

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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.