GithubHelp home page GithubHelp logo

rickstaa / ros-gazebo-gym Goto Github PK

View Code? Open in Web Editor NEW
16.0 3.0 2.0 23.38 MB

Framework for integrating ROS and Gazebo with gymnasium, streamlining the development and training of RL algorithms in realistic robot simulations.

Home Page: https://rickstaa.dev/ros-gazebo-gym/

License: MIT License

CMake 1.79% Python 98.14% Shell 0.07%
ros gazebo reinforcement-learning framework robotics openai-gym gym gym-environments simulation panda

ros-gazebo-gym's Introduction

ROS Gazebo Gym

ROS Gazebo Gym ROS Test GitHub release (latest by date) Python 3 ROS version Contributions DOI

The ROS Gazebo Gym framework integrates ROS and Gazebo with gymnasium to facilitate the development and training of RL algorithms in realistic robot simulations. It comes equipped with several ready-to-use simulation environments, allowing for a diverse range of applications and experimentation. This framework provides a streamlined way to apply simulation-trained algorithms to actual robots, thereby enhancing their real-world applicability. Our goal with ROS Gazebo Gym is to establish a robust foundation for RL research in robotics, aiding in the advancement of practical, real-world robot control."

Installation and Usage

Please see the docs for installation and usage instructions.

Contributing

We use husky pre-commit hooks and github actions to enforce high code quality. Please check the CONTRIBUTING.md before contributing to this repository.

Note

We used husky instead of pre-commit, which is more commonly used with Python projects. This was done because only some tools we wanted to use were possible to integrate the Please feel free to open a PR if you want to switch to pre-commit if this is no longer the case.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.