alexfrom0815

Online-3D-BPP-DRL

This repository contains the implementation of paper Online 3D Bin Packing with Constrained Deep Reinforcement Learning.

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 easy to deal with practical constraints and well-performing even with continuous solution space.

IR-BPP

Packing irregular objects with deep reinforcement learning.

Packing-Tools

This repo share our packing tools to provide research convenience for beginners, which includes packing shape processing, rendering tools, and simulation scenarios.

alexfrom0815.github.io

awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

RLAssistant

RLA is a tool for managing your RL experiments automatically

alexfrom0815