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🐾 Unitree Go2 - RL Controller (Fast Forward Demo)

Unitree Go2

This project showcases a fast-forward version of the Reinforcement Learning (RL) controller/policy deployed on a Unitree Go2 quadruped robot.

Watch the demo on YouTube: RL Controller Demo - Unitree Go2

📝 Project Overview

  • 🎯 Objective: Learn a locomotion controller using RL for the Unitree Go2 and deploy it on real hardware.
  • 🚀 Deployment: The trained policy is executed on the Go2 robot in real time.
  • Fast-forwarded Playback: The video demo is sped up to highlight gait stability, trajectory following, and body dynamics.
  • ⚙️ Frameworks: Training was done using Stable-Baselines3, simulation via MuJoCo, and deployment integrated with the Unitree SDK.

📂 Repository Structure

📁 controller/          # Policy implementation and deployment interface
📁 training/            # RL training scripts and environment definitions
📁 scripts/             # Launch, logging, and post-processing tools
📄 README.md            # You're here!

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  • Python 72.9%
  • Jupyter Notebook 27.1%