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math.OC 1

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2026 1

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Learning to Cut: Reinforcement Learning for Benders Decomposition

math.OC · 2026-05-07 · unverdicted · novelty 6.0

RLBD trains a neural policy with REINFORCE to select cuts adaptively in Benders decomposition, yielding faster convergence and better generalization than standard BD or SVM-based LearnBD on an EV charging problem.

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  • Learning to Cut: Reinforcement Learning for Benders Decomposition math.OC · 2026-05-07 · unverdicted · none · ref 29

    RLBD trains a neural policy with REINFORCE to select cuts adaptively in Benders decomposition, yielding faster convergence and better generalization than standard BD or SVM-based LearnBD on an EV charging problem.