School of Computer Science & Technology, Soochow University; School of Computing and Information Systems, Singapore Management University; Department of Electronic Engineering, Tsinghua University
Haoran Ye, Jiarui Wang, Zhiguang Cao, Helan Liang, Yong Li
Neural Combinatorial Optimization;Ant Colony Optimization;Evolutionary algorithm;Meta-heuristic;Deep reinforcement learning;Learned heuristic measure;Neural local search;Generalization
DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization