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Robot learning with LeRobot | Sri AI
AI: Robotics & AI Popular

Robot learning with LeRobot | Sri AI

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Course overview

Teach a low-cost robot arm new tasks by demonstration, then let a neural policy repeat them on its own.

Level: Advanced  ·  Mode: Weekend lab

Who this course is for

Engineers and researchers in AI robotics.

What you will learn

  • Assemble and calibrate a low-cost arm
  • Record demonstrations by teleoperation
  • Train imitation-learning policies
  • Evaluate a robot policy safely

Syllabus

  1. Module 1: Robot learning explained
  2. Module 2: Building the arm
  3. Module 3: Teleoperation and datasets
  4. Module 4: Imitation learning
  5. Module 5: Training policies
  6. Module 6: Evaluation and safety

Final project

Every module ends in hands-on practice, and the course ends with a project you build and present. Your certificate names that project.

Before you start

Robotics foundations with ROS 2, or Deep learning.

Open-source tools you will use

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