Robotics

From a training lab to robotics data.

Robots learn from data: careful demonstrations, sensor recordings and real-world examples. Nadrel's long-term goal is to build robotics datasets. We're starting where the skills are made, in our Robotics Lab in Amritsar.

  1. Now

    Robotics Lab

    Hands-on training for students to build and program real robot arms using Arduino, servo motors and sensors — from wiring and power to motion control. Now accepting engineering interns.

    Apply for Internship
  2. Next

    Robot learning

    Teaching robot arms by demonstration instead of fixed instructions, using Hugging Face's open-source LeRobot framework and imitation-learning policies.

  3. Next

    Simulation training

    Training control policies in physics simulation through reinforcement learning — using MuJoCo, and NVIDIA Isaac Sim for GPU-accelerated training — then transferring them to real hardware.

  4. Goal

    Robotics datasets

    Recording and publishing carefully documented robot motion and sensor data that helps companies train robots to learn from the real world.