Adversarial Instance Generation and Robust Training for Neural Combinatorial Optimization with Multiple Objectives

Wei Liu, Yaoxin Wu, Yingqian Zhang +2

Deep reinforcement learning (DRL) has shown great promise in addressing multi-objective combinatorial optimization problems (MOCOPs). Nevertheless, the robustness of these learning…