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combinatorial optimization 1imitation learning 1metaheuristics 1online training 1transformer models 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.LG2026

LM-GRASP: Instance-Specific Language Models for Combinatorial Construction via Online Imitation Learning

Mohand Mezmaz, Grégoire Danoy

The paper introduces LM-GRASP, a method that trains a Transformer-based construction policy online for each combinatorial optimization instance using imitation learning from a loca…