Instructions to use arena-rosnav-shared/drlvo with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- stable-baselines3
How to use arena-rosnav-shared/drlvo with stable-baselines3:
from huggingface_sb3 import load_from_hub checkpoint = load_from_hub( repo_id="arena-rosnav-shared/drlvo", filename="{MODEL FILENAME}.zip", ) - Notebooks
- Google Colab
- Kaggle
| license: gpl-3.0 | |
| tags: | |
| - reinforcement-learning | |
| - navigation | |
| - robotics | |
| - ppo | |
| library_name: stable-baselines3 | |
| # drlvo / drl_vo.zip | |
| Pretrained PPO checkpoint for the DRL-VO velocity-obstacle navigator. | |
| ## Attribution | |
| Weights adapted from **TempleRAIL/drl_vo_nav** (humble branch). | |
| - Source: https://github.com/TempleRAIL/drl_vo_nav | |
| - License: GPL-3.0 (inherited by this derivative checkpoint) | |
| - Paper: Xie & Dames, "DRL-VO: Learning to Navigate Through Crowded Dynamic Scenes Using Velocity Obstacles", T-RO 2023 | |
| Redistributed under GPL-3.0, same terms as upstream. | |