CADO: From Imitation to Cost Minimization for Heatmap-based Solvers in Combinatorial Optimization

Hyungseok Song, Deunsol Yoon, Kanghoon Lee +3

Heatmap-based solvers have emerged as a promising paradigm for Combinatorial Optimization (CO). However, we argue that the dominant Supervised Learning (SL) training paradigm suffe…