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awesome-ai-robotics

Library

  • LeRobot - LeRobot aims to provide models, datasets, and tools for real-world robotics in PyTorch. LeRobot contains state-of-the-art approaches that have been shown to transfer to the real-world with a focus on imitation learning and reinforcement learning.
  • Universal Manipulation Interface - In-The-Wild Robot Teaching Without In-The-Wild Robots.
  • Open-Teach - A Versatile Teleoperation framework for Robotic Manipulation using Meta Quest3.

Robotic Arms

Hardware

Low-cost

  • Low-Cost Robot Arm - This repository contains the files to build and control a low-cost robot arm that costs about $250. Such a robot arm is well-suited for robot learning. Two of those arms are also capable of folding clothes.
  • Low-Cost Robot Arm: Koch v1.1 - A version 1.1 of the Alexander Koch low-cost robot arm with some small changes.
  • moss-robot-arms - A repository for affordable, easy-to-assemble robot arms designed for teleoperation applications.
  • SO-ARM100 - Standard Open Arm 100.

More-cost

Applications and Demos

Real

  • SimpleAutomation - Opensource robot to automate repetitive tasks. Currently, it's a set of helper scripts on top of LeRobot repo. Star History Chart

Simulation

  • BiGym - BiGym is a new benchmark and learning environment for mobile bi-manual demo-driven robotic manipulation. BiGym features 40 diverse tasks set in home environments, ranging from simple target reaching to complex kitchen cleaning.
  • Aloha Bigym Modifications - This Fork of Bigym contains the bigym tasks modified to work with the ALOHA bimanual system.

Mobile Manipulator

Humanoid

Robot

Teleoperation

  • Open TeleVision - This code contains implementation for teleoperation and imitation learning of Open-TeleVision.

Frameworks

  • ROS2 - The Robot Operating System (ROS) is a set of software libraries and tools that help you build robot applications.
  • dora-rs - DORA (Dataflow-Oriented Robotic Architecture) is middleware designed to streamline and simplify the creation of AI-based robotic applications.
    • dora-lerobot - Dora-LeRobot is a 100% Dora pipeline for manipulating robots, cameras and all possible hardware compatible with LeRobot.
  • AimRT - AimRT is a basic runtime framework for the field of modern robotics. It is developed based on modern C++, is lightweight and easy to deploy, and has more modern designs in resource management and control, asynchronous programming, deployment configuration, etc. Star History Chart

Simulation

  • ManiSkill - SAPIEN Manipulation Skill Framework, a GPU parallelized robotics simulator and benchmark.

Visualization

  • rerun - Visualize streams of multimodal data. Free, fast, easy to use, and simple to integrate. Built in Rust.

Data Infrastructure

  • CORTEX - CORTEX is a framework for accelerating robotics development through a combination of modern data infrastructure, test automation, and intelligent data analysis. The framework enables developers to rapidly prototype and test new algorithms and ideas with minimal effort.

ROS2

ROS2 Packages

  • rosa - ROSA is an AI Agent designed to interact with ROS1- and ROS2-based robotics systems using natural language queries. ROSA helps robot developers inspect, diagnose, understand, and operate robots.
  • ROS-LLM - ROS-LLM is a framework designed for embodied intelligence applications in ROS. It allows natural language interactions and leverages Large Language Models (LLMs) for decision-making and robot control.
  • ros2ai - ros2ai is a next-generation ROS 2 command line interface extension with LLMs.
  • ros_deep_learning - Deep learning inference nodes for ROS / ROS2 with support for NVIDIA Jetson and TensorRT.

Dev Tools

Learning Source

  • Modern Robotics - This repository contains the code library accompanying Modern Robotics: Mechanics, Planning, and Control (Kevin Lynch and Frank Park, Cambridge University Press 2017).
  • mjctrl - Minimal, clean, single-file implementations of common robotics controllers in MuJoCo.
  • Pinocchio - Pinocchio instantiates the state-of-the-art Rigid Body Algorithms for poly-articulated systems based on revisited Roy Featherstone's algorithms. Besides, Pinocchio provides the analytical derivatives of the main Rigid-Body Algorithms, such as the Recursive Newton-Euler Algorithm or the Articulated-Body Algorithm.
    • PyRoboPlan - Educational Python library for manipulator motion planning.This library extensively uses the Pinocchio Python bindings for modeling robot kinematics and dynamics.

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A list of awesome AI Robotics resources

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