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Title: GitHub - JeepWay/DeepPack: Unofficial implementation of DeepPack in PyTorch. DeepPack is a deep reinforcement learning based algorithm dealing with 2D online bin packing problem. · GitHub

Open Graph Title: GitHub - JeepWay/DeepPack: Unofficial implementation of DeepPack in PyTorch. DeepPack is a deep reinforcement learning based algorithm dealing with 2D online bin packing problem.

X Title: GitHub - JeepWay/DeepPack: Unofficial implementation of DeepPack in PyTorch. DeepPack is a deep reinforcement learning based algorithm dealing with 2D online bin packing problem.

Description: Unofficial implementation of DeepPack in PyTorch. DeepPack is a deep reinforcement learning based algorithm dealing with 2D online bin packing problem. - JeepWay/DeepPack

Open Graph Description: Unofficial implementation of DeepPack in PyTorch. DeepPack is a deep reinforcement learning based algorithm dealing with 2D online bin packing problem. - JeepWay/DeepPack

X Description: Unofficial implementation of DeepPack in PyTorch. DeepPack is a deep reinforcement learning based algorithm dealing with 2D online bin packing problem. - JeepWay/DeepPack

Opengraph URL: https://github.com/JeepWay/DeepPack

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https://github.com/JeepWay/DeepPack/blob/main/LICENSE
Deep-Pack: A Vision-Based 2D Online Bin Packing Algorithm with Deep Reinforcement Learninghttps://ieeexplore.ieee.org/document/8956393
https://github.com/JeepWay/DeepPack#modified-cnn-architecture
https://github.com/JeepWay/DeepPack/blob/main/img/CNN_4x4.jpg
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https://github.com/JeepWay/DeepPack/blob/main/img/unit_square_4x4_result/img/iterations_training_loss.png
https://github.com/JeepWay/DeepPack/blob/main/img/unit_square_4x4_result/img/iterations_training_rewards.png
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https://github.com/JeepWay/DeepPack#test
https://github.com/JeepWay/DeepPack/blob/main/img/test_result.jpg
https://github.com/JeepWay/DeepPack#dynamic-demo-example
https://github.com/JeepWay/DeepPack#the-red-dot--indicates-the-placement-location-of-the-item
https://github.com/JeepWay/DeepPack#unit-square-4x4-bin-with-type1-sequence
https://github.com/JeepWay/DeepPack/blob/main/img/unit_square_4x4_result/img/test_type1_iter1.gif
https://github.com/JeepWay/DeepPack/blob/main/img/unit_square_4x4_result/img/test_type1_iter2.gif
https://github.com/JeepWay/DeepPack#square-4x4-bin-with-random-sequence
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https://github.com/JeepWay/DeepPack#references
Deep-Pack: A Vision-Based 2D Online Bin Packing Algorithm with Deep Reinforcement Learninghttps://ieeexplore.ieee.org/document/8956393
Compute cluster size and compactnesshttps://hackmd.io/@ZhiWei0731/experiment-cluster-size
Double DQNhttps://hrl.boyuai.com/chapter/2/dqn%E6%94%B9%E8%BF%9B%E7%AE%97%E6%B3%95#83-double-dqn-%E4%BB%A3%E7%A0%81%E5%AE%9E%E8%B7%B5
TD3 githubhttps://github.com/sfujim/TD3
RainbowDQN githubhttps://github.com/Kaixhin/Rainbow
reinforcement-learning https://github.com/topics/reinforcement-learning
deep-learning https://github.com/topics/deep-learning
deep-reinforcement-learning https://github.com/topics/deep-reinforcement-learning
binpacking https://github.com/topics/binpacking
bpp https://github.com/topics/bpp
double-dqn https://github.com/topics/double-dqn
2d-bin-packing https://github.com/topics/2d-bin-packing
bin-packing-problem https://github.com/topics/bin-packing-problem
online-bin-packing https://github.com/topics/online-bin-packing
Readme https://github.com/JeepWay/DeepPack#readme-ov-file
MIT license https://github.com/JeepWay/DeepPack#MIT-1-ov-file
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Python 92.2% https://github.com/JeepWay/DeepPack/search?l=python
Batchfile 7.8% https://github.com/JeepWay/DeepPack/search?l=batchfile
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