alexfrom0815/Online-3D-BPP-DRL
Deep reinforcement learning system for solving online 3D bin packing problems.
Not currently ranked — collecting fresh signals.
star history
This repository implements constrained deep reinforcement learning for online 3D bin packing, a classic optimization problem in logistics and supply chain. The approach uses CNN-based state encoding and RL agents to learn placement policies for packing items into bins efficiently. It provides training and testing interfaces, supports lookahead scenarios, and includes comparison implementations like MCTS.
Frequently asked
- What is alexfrom0815/Online-3D-BPP-DRL?
- Deep reinforcement learning system for solving online 3D bin packing problems.
- Is Online-3D-BPP-DRL open source?
- Yes — alexfrom0815/Online-3D-BPP-DRL is an open-source project tracked on heatdrop.
- What language is Online-3D-BPP-DRL written in?
- alexfrom0815/Online-3D-BPP-DRL is primarily written in Python.
- How popular is Online-3D-BPP-DRL?
- alexfrom0815/Online-3D-BPP-DRL has 606 stars on GitHub.
- Where can I find Online-3D-BPP-DRL?
- alexfrom0815/Online-3D-BPP-DRL is on GitHub at https://github.com/alexfrom0815/Online-3D-BPP-DRL.