Quadruped Robot Development

Project Overview

Our quadruped robot development project focuses on developing autonomous locomotion systems that combine cutting-edge hardware design with advanced reinforcement learning algorithms. We are working on custom hardware development and embedded systems to create innovative quadruped solutions.

Hardware Development

Our hardware development focuses on creating a custom quadruped robot that combines innovative mechanical design with advanced embedded systems.

Mechanical Design

Custom chassis, leg mechanisms, and actuator systems optimized for agility and stability. Our new leg mechanism was designed using CadQuery, a powerful open-source CAD framework that enables parametric 3D modeling through Python scripting.

Embedded Systems

Real-time control systems, sensor integration, and communication protocols

Quadruped leg mechanism design

Custom leg mechanism design using CadQuery

Quadruped leg mechanism assembly view

Assembly view of the leg mechanism

RL Training Pipeline

Getup experiment in RL environment

Getup experiment in RL environment

Our reinforcement learning approach focuses on developing robust locomotion policies that can adapt to various terrains and conditions.

Simulation Environment

High-fidelity physics simulation for safe and efficient training

Adaptive Learning

Algorithms that adapt to different surfaces and environmental conditions

Real-world Transfer

Sim-to-real techniques for seamless deployment on physical hardware

Testing Platform: Deep Robotics Lite3

We utilize the Deep Robotics Lite3 as our primary testing platform for validating RL algorithms and conducting real-world experiments. This platform allows us to bridge the sim-to-real gap effectively.

Deep Robotics Lite3 platform

Want to work with Us?

Join Our Team

Interested in contributing to cutting-edge quadruped robot development? Join our team and gain valuable experience in robotics.

Applications are reviewed on a rolling basis. We encourage early submissions to secure your preferred position.