alexfrom0815 / Online-3D-BPP-PCT

Code implementation of "Learning Efficient Online 3D Bin Packing on Packing Configuration Trees". We propose to enhance the practical applicability of online 3D Bin Packing Problem (BPP) via learning on a hierarchical packing configuration tree which makes the deep reinforcement learning (DRL) model easy to deal with practical constraints and well-performing even with continuous solution space.

Date Created 2022-02-02 (2 years ago)

Commits 80 (last one 4 months ago)

Stargazers 228 (2 this week)

Watchers 7 (0 this week)

Forks 41

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RepositoryStats indexes 534,551 repositories, of these alexfrom0815/Online-3D-BPP-PCT is ranked #153,376 (71st percentile) for total stargazers, and #258,950 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #26,326/103,470.

alexfrom0815/Online-3D-BPP-PCT is also tagged with popular topics, for these it's ranked: reinforcement-learning (#448/1189)

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alexfrom0815/Online-3D-BPP-PCT has 1 open pull request on Github, 1 pull request has been merged over the lifetime of the repository.

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All Topics

3d-packing bin-packing online-packing packing-algorithm reinforcement-learning

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80 commits on the default branch (main) since jan '22

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updated: 2024-06-29 @ 07:40am, id: 454668629 / R_kgDOGxmxVQ