π€ Physical AI & Humanoid Robotics
Welcome to My AI Book, a structured and hands-on textbook focused on AI systems operating in the physical world.
This book bridges the gap between AI software (the brain) and humanoid robots (the body) using modern robotics and simulation tools.
π About This Bookβ
You will learn how to:
- Control humanoid robots using ROS 2
- Simulate robots and environments using Gazebo, Unity, and NVIDIA Isaac
- Build Vision-Language-Action (VLA) systems powered by LLMs
- Design AI agents that perceive, plan, and act in the real world
The content is organized as modules, each building toward an autonomous humanoid capstone project.
π§© Course Modulesβ
π¦Ύ Module 1: ROS 2 Humanoid Integrationβ
Learn how ROS 2 acts as the robotic nervous system.
- ROS 2 Fundamentals
- Python Agents with ROS 2
- Humanoid Modeling with URDF
π Start here : ROS 2 Fundamentals
π Module 2: Digital Twin (Gazebo & Unity)β
Simulate robots and environments before deploying to hardware.
- Physics-based Simulation with Gazebo
- Sensor Simulation (LiDAR, Depth Cameras, IMU)
- High-Fidelity Environments with Unity
π Start here : The Digital Twin (Gazebo & Unity)
π§ Module 3: AI-Robot Brain (NVIDIA Isaacβ’)β
Train perception, navigation, and autonomy at scale.
- NVIDIA Isaac Sim & Synthetic Data
- Isaac ROS: Accelerated Perception & VSLAM
- Nav2 for Humanoid Navigation
π Start here : The AI-Robot Brain (NVIDIA Isaacβ’)
π£οΈπ¦Ώ Module 4: Vision-Language-Action (VLA)β
Combine LLMs + Robotics for human-like interaction.
- Voice-to-Action Commands
- Cognitive Planning with LLMs
- Vision-Guided Manipulation
- Safety, Testing, Deployment & Scaling
π Start here : introduction
π How to Use This Bookβ
- Read modules in order
- Run simulations alongside reading
- Use exercises and practice problems
- Build toward the Autonomous Humanoid Capstone
Happy building π€β¨