GitHub

3D-Bin-Packing-Problem

The code based on enzoruiz implementation in Python. I made some improvements for better packing rate. Download the whole main_model folder. Open example.ipynb in Jupyter Notebook to see an example.
GitHub

DeepPack3D is a Python-based 3D bin-packing software optimized for robotic palletization systems. It supports various methods, including reinforcement learning (RL) and ...

The software runs in Python 3.10 and Tensorflow 2.10.0. You can refer to Tensorflow official website for the installation guideline. Alternatively, you can create a ...
IEEE

Heuristics Integrated Deep Reinforcement Learning for Online 3D Bin Packing

Abstract: Online 3D Bin Packing Problem (3D-BPP) has a wide range of industrial applications and there is an emerging research interest in learning optimal bin packing policy and deploying it for real ...