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cs.LG2023★ 1 cited
Symmetry-preserving graph attention network to solve routing problems at multiple resolutions
Cong Dao Tran, Thong Bach, Truong Son Hy
Travelling Salesperson Problems (TSPs) and Vehicle Routing Problems (VRPs) have achieved reasonable improvement in accuracy and computation time with the adaptation of Machine Lear…
cs.LG2023
Graph Attention-based Deep Reinforcement Learning for solving the Chinese Postman Problem with Load-dependent costs
Truong Son Hy, Cong Dao Tran
Recently, Deep reinforcement learning (DRL) models have shown promising results in solving routing problems. However, most DRL solvers are commonly proposed to solve node routing p…