💻 programming

Unitree RL GYM

Unitree Robotics Platform for Reinforcement Learning

#Open source
#robot
#reinforcement learning
#simulation
#Unitree
Unitree RL GYM

Product Details

Unitree RL GYM is a reinforcement learning platform based on Unitree robots, supporting Unitree Go2, H1, H1_2, G1 and other models. The platform provides an integrated environment that allows researchers and developers to train and test reinforcement learning algorithms on real or simulated robots. Its importance lies in promoting the development of robot autonomy and intelligence technology, especially in applications requiring complex decision-making and motion control. Unitree RL GYM is open source and free to use, mainly for scientific researchers and robotics enthusiasts.

Main Features

1
Supports multiple Unitree robot models for reinforcement learning training and testing
2
Provides Isaac Gym and Mujoco simulation environments, as well as physical robot deployment guides
3
Integrated PPO reinforcement learning algorithm implementation to facilitate algorithm development and comparison
4
Support custom tasks and experiments, and flexibly configure experimental parameters
5
Provide detailed installation and usage documentation to facilitate users to get started quickly
6
Support version control of code and algorithms to facilitate experimental reproduction and sharing

How to Use

1
1. Create a new Python virtual environment and install the specified version of Python 3.8
2
2. Install PyTorch 2.3.1 and the corresponding CUDA version
3
3. Download and install Isaac Gym, and follow the instructions to run the sample program
4
4. Clone and install rsl_rl (PPO algorithm implementation)
5
5. Install unitree_rl_gym and configure it according to the documentation guidelines
6
6. Use the provided command line tools to start training or testing the reinforcement learning algorithm
7
7. Adjust experimental parameters as needed, such as task type, simulation equipment, random seeds, etc.
8
8. Analyze training results and optimize the algorithm based on feedback

Target Users

The target audience is primarily researchers, developers, and students in the fields of robotics, artificial intelligence, and automation. They can use Unitree RL GYM to research and develop advanced robot control algorithms, especially in the field of reinforcement learning. In addition, Unitree RL GYM is also a valuable resource for educational institutions and enthusiasts who want to gain in-depth understanding or education in robotics.

Examples

Researchers use Unitree RL GYM to train robot walking and balancing algorithms in simulated environments

Developers use the platform to test new reinforcement learning algorithms on real robots

Educational institutions use Unitree RL GYM as a teaching tool to demonstrate to students the basic principles of robot learning and control

Quick Access

Visit Website →

Categories

💻 programming
› Development and Tools
› Model training and deployment

Related Recommendations

Discover more similar quality AI tools

100 Vibe Coding

100 Vibe Coding

100 Vibe Coding is an educational programming website focused on quickly building small web projects through AI technology. It skips complicated theories and focuses on practical results, making it suitable for beginners who want to quickly create real projects.

AI educate
💻 programming
iFlow CLI

iFlow CLI

iFlow CLI is an interactive terminal command line tool designed to simplify the interaction between developers and terminals and improve work efficiency. It supports a variety of commands and functions, allowing users to quickly perform commands and management tasks. The key benefits of iFlow CLI include ease of use, flexibility, and customizability, making it suitable for a variety of development environments and project needs.

development tools Productivity tools
💻 programming
Never lose your work again

Never lose your work again

Claude Code Checkpoint is an essential companion app for Claude AI developers. Keep your code safe and never lost by tracking all code changes seamlessly.

Developer Tools Code backup
💻 programming
Streamdown

Streamdown

Streamdown is a plug-and-play replacement for React Markdown designed for AI-driven streaming. It solves new challenges that arise when marking and streaming, ensuring safe and perfectly formatted Markdown content. Key advantages include AI-driven streaming, built-in security, support for GitHub Flavored Markdown, and more.

AI Safety
💻 programming
Compozy

Compozy

Compozy is an enterprise-grade platform that uses declarative YAML to provide scalable, reliable and cost-effective distributed workflows, simplifying complex fan-out, debugging and monitoring for production-ready automation.

Enterprise level event driven
💻 programming
Dereference

Dereference

Claude Code is a futuristic IDE that seamlessly integrates with CLI AI tools such as Claude Code and Gemini CLI. Its main advantages are that it provides multi-session orchestration, atomic branching capabilities, and greatly improves developer productivity. The product is positioned to be designed for developers who want fast delivery.

Artificial Intelligence Developer Tools
💻 programming
DailiCode

DailiCode

Daili Code is an open source command-line AI tool that is compatible with multiple large language models and can connect to your tools, understand code, and accelerate workflows. It supports multiple LLM providers, provides powerful automation and multi-modal capabilities, and is suitable for developers and technicians.

automation Open source
💻 programming
CodeBuddy IDE

CodeBuddy IDE

CodeBuddy IDE is a development tool integrated with AI technology, designed to improve developers' work efficiency and collaboration capabilities. It helps developers go from design to code faster and provides a secure development environment through intelligent code completion, design generation and seamless back-end integration. The product is aimed at professional developers and has a 30-day free trial, followed by a paid subscription.

AI productive forces
💻 programming
Uncursor

Uncursor

Uncursor is an AI-powered Vibe programming platform that lets you tell an AI agent what you want to build and it will build it for you. Its main advantage is that it allows users to code from anywhere, saving time and increasing efficiency. Uncursor is positioned to help users who want to quickly build applications and websites.

AI website construction
💻 programming
Vibecode

Vibecode

VibeCode is a tool that helps users quickly transform ideas into mobile applications. Its main advantage is a fast, simple and efficient development process coupled with powerful functionality and flexible customization options.

development tools creative transformation
💻 programming
Traycer

Traycer

Traycer is an innovative coding assistant designed to improve the efficiency of collaboration between developers and AI coding agents. Traycer lets you manage your coding projects more efficiently with its superior scheduling capabilities, ensuring every step is executed optimally. Its intuitive interface and one-click handover make it easy to work with any major AI coding agent. The product is positioned to improve developer productivity and is an indispensable tool for modern software development.

productivity tools project management
💻 programming
Dualite

Dualite

Dualite is an AI-based development tool. The core product Alpha is an AI front-end engineer that helps developers quickly build scalable web and mobile applications. This tool is designed to provide secure, smart solutions for SaaS companies and small and medium-sized enterprises.

AI development tools
💻 programming
Kiro AI

Kiro AI

Kiro AI is an innovative integrated development environment that transforms the way developers build software through specification-driven development. Unlike traditional coding tools, Kiro AI leverages specification-driven development to transform your ideas into structured requirements, system designs, and production-ready code. Built on the open source VS Code and powered by AWS Bedrock’s Claude model, Kiro AI bridges the gap between rapid prototyping and maintainable production systems.

Programming aids AI IDE
💻 programming
Claude Code Router

Claude Code Router

Claude Code Router is a tool built on Claude Code that allows users to route coding requests to different AI models, providing greater flexibility and customization. By configuring JSON files, users can specify default models, background tasks, inference models, and long context models.

Customization flexibility
💻 programming
Kiro

Kiro

Kiro is an advanced AI integrated development environment (IDE) that provides support at all stages of software development. It uses multi-modal input, understands context, and has complete lifecycle control as if you were working with a senior developer. Kiro's specification-driven development approach allows users to quickly move from concept to working prototype, significantly improving development efficiency and quality.

code generation software development
💻 programming
stagewise

stagewise

Stagewise is a toolbar that connects your app front-end with your favorite code proxy, letting you edit your web app UI with prompts. It provides real-time context to your AI agents, making editing front-end code very easy.

AI Front-end development
💻 programming