SSealbook
Sealbook / Open source / Machine learning & data science

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

3d-packingbin-packingonline-packingpacking-algorithmreinforcement-learning
GitHub ↗

License & maintenance

MIT is a permissive license: free to use commercially with attribution.

Last code push 9 months ago.

Similar projects

RepositoryStarsLanguageLicenseActivity
1Unity-Technologies/ml-agentsThe Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments ★ 19.8kC#OtherActive
2tensorflow/tensor2tensorLibrary of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.★ 17.5kPythonApache-2.0Archived
3owainlewis/awesome-artificial-intelligenceA curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.★ 16.7kPythonMITActive
4bulletphysics/bullet3Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc★ 14.8kC++OtherActive
5ShangtongZhang/reinforcement-learning-an-introductionPython Implementation of Reinforcement Learning: An Introduction★ 14.8kPythonMITStale
6Farama-Foundation/GymnasiumA standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym★ 12.7kPythonMITActive
7aws/amazon-sagemaker-examplesExample 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker. ★ 11kJupyter NotebookApache-2.0Active
8openclaw/openclawThe AI that really does things. Any OS. Any Platform. The lobster way. 🦞 ★ 392.4kTypeScriptMITActive