FinRL®-Meta: Dynamic datasets and market environments for FinRL.
Key parameters and specifications
Key parameters and specifications
Parameter
Value
Language
Python
Category
Model Development
Subcategory
Environments, Physical AI
Keywords
3D, Data processing, Embodied, Robotics
Stars
1,980
Forks
317
Contributors
4
Created date
2025-03-17
Updated date
2026-10-16
Stars in 1 day
1
Stars in 7 days
8
Rank
5,225
Previous rank
9,196
Rank change
3,971
7-day stars rank
4,445
Previous 7-day stars rank
19,032
7-day stars rank change
14,587
Total stars rank
6,404
Previous total stars rank
6,401
Total stars rank change
-3
README summary
Berkeley Humanoid Lite **Website** | **arXiv** | **Paper** | **Video** | **Documentation** | **Releases** Berkeley Humanoid Lite is an open-source, sub-$5,000 humanoid robot featuring modular 3D-printed gearboxes and widely available components, designed to democratize and advance humanoid robotics research. This project is built on the values of open-source, accessibility, and customization, and it's continuously evolving. We welcome your feedback, issues, and pull requests on GitHub or joining our Discord. Overview This repository is the workspace for the Berkeley Humanoid Lite
project that contains everything we need, including policy training, sim2sim validation, real-world deployment, motion capture, and teleoperated manipulation controls. Functionalities are organized into several submodules. We arrange the directory structure following the Isaac Lab convention, where each submodule can be installed as an extension: contains the IsaacLab environment and task definitions. contains robot descriptions (URDF, MJCF, and USD) and the script to export these description files from Onshape project. contains the lowlevel code running on the real robot. Only
contents inside this folder are required to deploy to the real robot. Except a few edge cases, all the commands should be invoked from the root directory of this repository. The entry points of different flows are collected in the directory. Getting Started Please refer to our Documentation to get started with software and hardware setup. The latest release of CAD model and 3D print files can be accessed from the Release page. Contributing We wholeheartedly welcome contributions from the
community to make this robot platform more mature and useful for everyone. We appreciate any kind of contributions, including bug reports, feature requests, or code contributions. Also, please reach out to us to tell us about your projects and how you are using this robot platform. We would love to feature your work on our website and social media. License The code in this repository is licensed under MIT License. Other assets are under Creative Commons Attribution-ShareAlike 4. Citation
If you find this code useful, we would appreciate it if you would cite our paper:
Frequently asked questions
How many stars and forks are recorded?
HybridRobotics/berkeley-humanoid-lite has 1,980 stars and 317 forks.
What is the repository rank?
HybridRobotics/berkeley-humanoid-lite is ranked 5,225.
What language and category are recorded?
HybridRobotics/berkeley-humanoid-lite has 1,980 stars, uses Python and belongs to Model Development.
Which repository is closest in rank?
HybridRobotics/berkeley-humanoid-lite is compared with 2U1/Qwen-VL-Series-Finetune, ranked 5,224 with 1,981 stars.
Berkeley Humanoid Lite is an open-source, sub-$5,000 humanoid robot featuring modular 3D-printed gearboxes and widely available components, designed to democratize and advance humanoid robotics research.
This project is built on the values of open-source, accessibility, and customization, and it's continuously evolving. We welcome your feedback, issues, and pull requests on GitHub or joining our Discord.
Overview
This repository is the workspace for the Berkeley Humanoid Lite project that contains everything we need, including policy training, sim2sim validation, real-world deployment, motion capture, and teleoperated manipulation controls.
Functionalities are organized into several submodules. We arrange the directory structure following the Isaac Lab convention, where each submodule can be installed as an extension:
source/berkeley_humanoid_lite/ contains the IsaacLab environment and task definitions.
source/berkeley_humanoid_lite_assets/ contains robot descriptions (URDF, MJCF, and USD) and the script to export these description files from Onshape project.
source/berkeley_humanoid_lite_lowlevel/ contains the lowlevel code running on the real robot. Only contents inside this folder are required to deploy to the real robot.
Except a few edge cases, all the commands should be invoked from the root directory of this repository. The entry points of different flows are collected in the scripts/ directory.
Getting Started
Please refer to our Documentation to get started with software and hardware setup.
The latest release of CAD model and 3D print files can be accessed from the Release page.
Contributing
We wholeheartedly welcome contributions from the community to make this robot platform more mature and useful for everyone. We appreciate any kind of contributions, including bug reports, feature requests, or code contributions.
Also, please reach out to us to tell us about your projects and how you are using this robot platform. We would love to feature your work on our website and social media.
License
The code in this repository is licensed under MIT License. See the LICENSE file for details.
If you find this code useful, we would appreciate it if you would cite our paper:
@article{chi2025demonstrating,
title={Demonstrating Berkeley Humanoid Lite: An Open-source, Accessible, and Customizable 3D-printed Humanoid Robot},
author={Yufeng Chi and Qiayuan Liao and Junfeng Long and Xiaoyu Huang and Sophia Shao and Borivoje Nikolic and Zhongyu Li and Koushil Sreenath},
year={2025},
eprint={2504.17249},
archivePrefix={arXiv},
primaryClass={cs.RO},
url={https://arxiv.org/abs/2504.17249},
}