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3d-BinPacking_RL-Transformer

Code implementation of the Paper "Solving 3D packing problem using Transformer network and reinforcement learning" (https://www.sciencedirect.com/science/article/abs/pii/S0957417422021716)

Usage

Training

To train the model, run the following command in your terminal:

python train.py --config config.yaml

Replace config.yaml with your configuration file if needed. You can view additional options by running:

python train.py --help

Note:
Training takes about 4 day to a week to accomplish passable results.

Test

To test the model, run the following command in your terminal:

python test.py --config config.yaml

Replace config.yaml with your desired configuration file. For more options, use:

python test.py --help

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Code implementation of the Paper "Solving 3D packing problem using Transformer network and reinforcement learning" (https://www.sciencedirect.com/science/article/abs/pii/S0957417422021716)

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