Agam Gupta

MIRACLE: Model-free Imitation and Reinforcement Learning for Adaptive Cut-Selection

Mixed-Integer Programming (MIP) solvers rely heavily on cutting planes to tighten LP relaxations, but traditional approaches generate thousands of cuts that consume gigabytes of memory while providing minimal benefit. We present an intelligent cut selection framework that achieves a 98.1\% reduction…