---
license: mit
tags:
- reinforcement-learning
- finite-element-analysis
- quad-meshing
- computational-geometry
- cad
---

# DMSH-RL Pretrained Model Weights

Pretrained Soft Actor-Critic (SAC) reinforcement learning weights for **DMSH-RL: Autonomous Quad Meshing via Multi-Agent Reinforcement Learning**.

## 🔗 Code & Usage

The complete codebase, instructions, and test geometries are hosted on GitHub:
👉 **[GitHub Repository](https://github.com/<YOUR_GITHUB_USERNAME>/DMSH-RL)**

## 📥 Automatic Download

To download these weights automatically into the proper subfolders, follow the setup in the GitHub repository:

```bash
# For 2D Planar Meshing:
python Combined_Inference/download_weights.py --repo nexushaiku/dmsh-rl-weights

# For 3D CAD Surface Meshing:
python Combined_Inference_Surface/download_weights.py --repo nexushaiku/dmsh-rl-weights