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基于端到端深度强化学习求解有能力约束的车辆路径问题

Ge Bin

Tian Wenzhi

Xia Chenxing

Qin Wangbo

vehicle routing problem(VRP)

path planning

end-to-end model

deep reinforcement learning

baseline REINFORCE algorithm

No. 11, 2024 : 3245-3250 doi:10.19734/j.issn.1001-3695.2024.03.0101

基于end-to-end深度强化学习的多车场车辆路径优化

Lei Kun

Guo Peng

Wang Qixin

Zhao Wenchao

Tang Liansheng

multi-depot vehicle routing problem

deep reinforcement learning

graph neural network

REINFORCE algorithm

Transformer model

No. 10, 2022 : 3013-3019 doi:10.19734/j.issn.1001-3695.2022.03.0095