G-RRM neural guidance reduces median conflicts to zero and delivers speedups up to 33.3x on 9x9 Sudoku for backtracking solvers when search spaces are large and solvers can overwrite imperfect hints.
Solving Sudoku using oscillatory neural networks.arXiv preprint arXiv:2508.02250,
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G-RRM: Guiding Symbolic Solvers with Recurrent Reasoning Models
G-RRM neural guidance reduces median conflicts to zero and delivers speedups up to 33.3x on 9x9 Sudoku for backtracking solvers when search spaces are large and solvers can overwrite imperfect hints.