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Deep Reinforcement Learning Algorithms for Heterogeneous Multiple Knapsack Problems

By focusing on the traditional multi-Knapsack Problem (KP) in typical logistics system operations, this study abstracts a Heterogeneous Multiple Knapsack Problem (HMKP) and formulates an improved Deep Deterministic Policy Gradient (DDPG) algorithm to solve it. The DDPG algorithm tends to fall into a...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Kaituhi matua: LI Bin, GUO Yi
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Editorial Office of Computer Engineering 2026-04-01
Rangatū:Jisuanji gongcheng
Ngā marau:
Urunga tuihono:https://www.ecice06.com/fileup/1000-3428/PDF/20260411.pdf
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