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lerobot/docs/source/unitree_g1.mdx
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Martino Russi 6b8d4c75a6 Feat/g1 improvements record sim (#2765)
This PR extends the integration of Unitree g1 with the LeRobot codebase. By converting robot state to a flat dict we can now record and replay episodes (example groot/holosoma scripts need to be adjusted as well). We also improve the simulation integration by calling .step @ _subscribe_motor_state instead of it running in a separate thread. We also add ZMQ camera to lerobot, streaming base64 images over json
2026-01-12 17:31:39 +01:00

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# Unitree G1
This guide covers the complete setup process for the Unitree G1 humanoid, from initial connection to running gr00t_wbc locomotion.
## About
We support both 29 and 23 DOF G1 EDU version. We introduce:
- **`unitree g1` robot class, handling low level read/write from/to the humanoid**
- **ZMQ socket bridge** for remote communication and camera streaming, allowing for remote policy deployment over wlan, eth or directly on the robot
- **Locomotion policies** from NVIDIA gr00t and Amazon FAR Holosoma
- **Simulation mode** for testing policies without the physical robot in mujoco
---
## Connection guide
### Step 1: Configure Ethernet Interface
Set a static IP on the same subnet as the robot:
```bash
# Replace 'enp131s0' with your ethernet interface name (check with `ip a`)
sudo ip addr flush dev enp131s0
sudo ip addr add 192.168.123.200/24 dev enp131s0
sudo ip link set enp131s0 up
```
**Note**: The G1's Ethernet IP is fixed at `192.168.123.164`. Your computer must use `192.168.123.x` with x ≠ 164.
### Step 2: SSH into the Robot
```bash
ssh unitree@192.168.123.164
# Password: 123
```
You should now be connected to the G1's Orin.
---
## Part 2: Enable WiFi on the Robot
Wlan0 is disabled by default on the G1. To enable it:
### Step 1: Enable WiFi Hardware
```bash
sudo rfkill unblock wifi
sudo rfkill unblock all
# Bring up wlan0
sudo ip link set wlan0 up
# Enable NetworkManager control of wlan0
sudo nmcli radio wifi on
sudo nmcli device set wlan0 managed yes
sudo systemctl restart NetworkManager
```
### Step 2: Enable Internet Forwarding
**On your laptop:**
```bash
# Enable IP forwarding
sudo sysctl -w net.ipv4.ip_forward=1
# Set up NAT (replace wlp132s0f0 with your WiFi interface)
sudo iptables -t nat -A POSTROUTING -o wlp132s0f0 -s 192.168.123.0/24 -j MASQUERADE
sudo iptables -A FORWARD -i wlp132s0f0 -o enp131s0 -m state --state RELATED,ESTABLISHED -j ACCEPT
sudo iptables -A FORWARD -i enp131s0 -o wlp132s0f0 -j ACCEPT
```
**On the G1:**
```bash
# Add laptop as default gateway
sudo ip route del default 2>/dev/null || true
sudo ip route add default via 192.168.123.200 dev eth0
echo "nameserver 8.8.8.8" | sudo tee /etc/resolv.conf
# Test connection
ping -c 3 8.8.8.8
```
### Step 3: Connect to WiFi Network
```bash
# List available networks
nmcli device wifi list
# Connect to your WiFi (example)
sudo nmcli connection add type wifi ifname wlan0 con-name "YourNetwork" ssid "YourNetwork"
sudo nmcli connection modify "YourNetwork" wifi-sec.key-mgmt wpa-psk
sudo nmcli connection modify "YourNetwork" wifi-sec.psk "YourPassword"
sudo nmcli connection modify "YourNetwork" connection.autoconnect yes
sudo nmcli connection up "YourNetwork"
# Check WiFi IP address
ip a show wlan0
```
### Step 4: SSH Over WiFi
Once connected to WiFi, note the robot's IP address and disconnect the Ethernet cable. You can now SSH over WiFi:
```bash
ssh unitree@<YOUR_ROBOT_IP>
# Password: 123
```
Replace `<YOUR_ROBOT_IP>` with your robot's actual WiFi IP address.
---
## Part 3: Robot Server Setup
### Step 1: Install LeRobot on the Orin
SSH into the robot and install LeRobot:
```bash
ssh unitree@<YOUR_ROBOT_IP>
conda create -y -n lerobot python=3.10
conda activate lerobot
git clone https://github.com/huggingface/lerobot.git
cd lerobot
pip install -e '.[unitree_g1]'
git clone https://github.com/unitreerobotics/unitree_sdk2_python.git
cd unitree_sdk2_python && pip install -e .
```
**Note**: The Unitree SDK requires CycloneDDS v0.10.2 to be installed. See the [Unitree SDK documentation](https://github.com/unitreerobotics/unitree_sdk2_python) for details.
### Step 2: Run the Robot Server
On the robot:
```bash
python src/lerobot/robots/unitree_g1/run_g1_server.py
```
**Important**: Keep this terminal running. The server must be active for remote control.
---
## Part 4: Controlling the robot
With the robot server running, you can now control the robot remotely. Let's launch a locomotion policy
### Step 1: Install LeRobot on your machine
```bash
conda create -y -n lerobot python=3.10
conda activate lerobot
git clone https://github.com/huggingface/lerobot.git
cd lerobot
pip install -e '.[unitree_g1]'
git clone https://github.com/unitreerobotics/unitree_sdk2_python.git
cd unitree_sdk2_python && pip install -e .
```
### Step 2: Update Robot IP in Config
Edit the config file to match your robot's WiFi IP:
```python
# In src/lerobot/robots/unitree_g1/config_unitree_g1.py
robot_ip: str = "<YOUR_ROBOT_IP>" # Replace with your robot's WiFi IP.
```
### Step 3: Run the Locomotion Policy
```bash
# Run GR00T locomotion controller
python examples/unitree_g1/gr00t_locomotion.py --repo-id "nepyope/GR00T-WholeBodyControl_g1"
# Run Holosoma locomotion controller
python examples/unitree_g1/holosoma_locomotion.py
```
Press `Ctrl+C` to stop the policy.
---
## Running in Simulation Mode (MuJoCo)
You can now test policies before unleashing them on the physical robot using MuJoCo. To do so simply set `is_simulation=True` in config.
## Additional Resources
- [Unitree SDK Documentation](https://github.com/unitreerobotics/unitree_sdk2_python)
- [GR00T-WholeBodyControl](https://github.com/NVlabs/GR00T-WholeBodyControl)
- [Holosoma](https://github.com/amazon-far/holosoma)
- [LeRobot Documentation](https://github.com/huggingface/lerobot)
- [Unitree_IL_Lerobot](https://github.com/unitreerobotics/unitree_IL_lerobot)
---
_Last updated: December 2025_