Ensemble-based deep reinforcement learning for vehicle routing problems under distribution shift
While performing favourably on the independent and identically distributed (i.i.d.) instances, most of the existing neural methods for vehicle routing problems (VRPs) struggle to generalize in the presence of a distribution shift. To tackle this issue, we propose an ensemble-based deep reinforcement...
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| Main Authors: | , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2023
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/8400 https://ink.library.smu.edu.sg/context/sis_research/article/9403/viewcontent/14082_ensemble_based_deep_reinforcem.pdf |
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| Institution: | Singapore Management University |
| Language: | English |