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Physical AI & Humanoid Robotics

Spec-Driven Guide to Advanced Robotics

Start Learning - 4 ModulesBegin with ROS 2

Learning Modules

ROS 2 Nervous System

Core ROS 2 architecture, nodes, topics, services, and actions

Start Module

Digital Twin (Gazebo/Unity)

Simulation environments, physics engines, and sensor simulation

Start Module

NVIDIA Isaac AI-Robot Brain

AI integration, perception systems, and planning algorithms

Start Module

Vision-Language-Action & Humanoid Capstone

Complete integration: multimodal AI and humanoid control

Start Module

Capstone Project: Autonomous Humanoid

Voice

Natural language understanding

Plan

Action planning & reasoning

Act

Physical execution