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20202026
most citedIntegrating machine learning paradigms and mixed-integer model predictive control for irrigation scheduling

10 citations · 20 across the 15 of their papers we have counts for

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eess.SY2026

A Hybrid Reinforcement and Self-Supervised Learning Aided Benders Decomposition Algorithm

Bernard T. Agyeman, Zhe Li, Ilias Mitrai +1

We propose a hybrid reinforcement and self-supervised learning framework for accelerating generalized Benders decomposition (GBD). In this framework, a graph based reinforcement le…

math.OC2026

Feasibility-Aware Imitation Learning for Benders Decomposition

Bernard T. Agyeman, Zhe Li, Ilias Mitrai +1

Mixed-integer optimization problems arise in a wide range of control applications. Benders decomposition is a widely used algorithm for solving such problems by decomposing them in…