Shypd.aiThe largest open index of AI toolsOnline-3D-BPP-PCT is an open-source tool for efficient online 3D bin packing. It uses deep reinforcement learning on a hierarchical packing configuration tree to handle practical constraints and continuous solution spaces.
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Online-3D-BPP-PCT is an open-source tool that implements a method for efficient online 3D bin packing. It leverages deep reinforcement learning (DRL) on a hierarchical packing configuration tree to enhance the practical applicability of the online 3D Bin Packing Problem (BPP). This approach makes the DRL model adept at dealing with practical constraints and performing well even in continuous solution spaces. Key features include arbitrary container and item sizes, support for continuous online 3D-BPP, algorithms for approximating stability, and improved performance with complex constraints. It also offers more adequate heuristic baselines for domain development and stable training.
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