BUILDING THE FUTURE

Advanced Humanoids & Robotic Systems

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Unitree G1 Humanoid

Technical Progress

Control System & SDK

Implemented a robust low-level control interface using our custom SDK. High-performance visual data streaming via websocket architecture. Real-time middleware integration for seamless communication.

Navigation

Custom Stack: Proprietary navigation solution developed by our engineering team.

Proprietary OS: Our custom Robot Operating System is operational, with ongoing development for multi-robot coordination nodes.

Data Collection

  • XR Teleoperation: Immersive VR-based control system with refined hand remapping.
  • Whole-Body Control: Advanced stability optimization and safety limit enforcement for reliable operation.

Data Processing & VLAs

We developed a Vision-Language-Action (VLA) model to enable robots to generalize across different tasks and operate efficiently in industrial environments. The system allows the robot to understand conversational instructions, accurately track objects, and execute tasks with high speed and reliability. By combining perception, language understanding, and precise control, the robot can adapt to dynamic workflows and improve productivity on the factory floor.

Core Capabilities

Reinforcement Learning (RL): Leveraging advanced RL algorithms for robust locomotion and manipulation.

VR Teleoperation: High-fidelity human training pipeline using Oculus Meta VR systems for simplified data collection.

Foundation Models: Utilizing state-of-the-art foundation models for improved reasoning and adaptability.

Simulations & Digital Twins

High-Fidelity Physics: Comprehensive simulation environments for safe and rapid policy iteration.

Sim2Real Transfer: Robust pipelines for transferring policies from simulation to the physical world with minimal performance loss.

Whole Body Control: Unified control strategies integrating manipulation and locomotion.

Newspaper/Book Pick and Place Demo

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Navigation

Advanced object detection & custom path planning algorithms.

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Manipulation

Hybrid approach combining classical Inverse Kinematics with modern Learning-based Policies.

Industry Affiliations

Additional Projects

Reachy Mini

Reachy Mini

A biologically inspired robotic head and arm system from Huggingface, designed for expressive interaction and research.

Research
SO-101 Robotic Arm

SO-101 Robotic Arm

Compact 5-DOF educational manipulator. Simulates industrial arms with servo-driven joints (Base, Shoulder, Elbow, Wrist, Gripper).

Perfect for learning robotics fundamentals and electronics.

Educational