unitreerobotics/unitree_rl_lab
This is a repository for reinforcement learning implementation for Unitree robots, based on IsaacLab.
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
The project lists 5 contributors on GitHub.
Gained 31% fewer stars in the last 90 days than in the 90 days before.
Use Cases & Benefits
- Provides reinforcement learning environments for Unitree robots using IsaacLab simulation framework.
- Enables seamless training and deployment of RL policies across simulation and real Unitree robots with support for multiple robot models.
- Use for developing and testing RL algorithms on Unitree Go2, H1, and G1-29dof robots in IsaacLab simulation.
- Use for performing sim2sim validation of trained policies in Mujoco before real-world deployment.
- Use for direct sim2real deployment to control physical Unitree robots after training and simulation validation.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
Apache 2.0
Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.
Community files
- README: present
Watch-outs
- No GitHub releases; pin a commit or tag instead of a release.
General guidance from repository metadata, not legal advice. How we score
From the README
This project provides a set of reinforcement learning environments for Unitree robots, built on top of IsaacLab.
Currently supports Unitree Go2, H1 and G1-29dof robots.
Method 1: Using USD Files
Method 2: Using URDF Files [Recommended] Only for Isaacsim >= 5.0
After the model training is completed, we need to perform sim2sim on the trained strategy in Mujoco to test the performance of the model. Then deploy sim2real.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
347+43
Open issues
54+7
Compared with peers in Backend
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
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| microsoft/VibeVoice | 56.0K | +1.1K | 29 | — |
| unitreerobotics/unitree_rl_lab | 1.4K | — | 8 | — |
| Category median | 56.0K | +2.3K | 29 | — |
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