A complete and practical learning system where you master the future: humanoid robotics, ROS 2, large action models, simulation, VLA systems, hardware, and advanced AI for next-generation intelligent machines.
This is a complete AI-native engineering curriculum designed for physical AI, humanoid robots, embodied intelligence, ROS 2 programming, digital twin simulations, and Vision-Language-Action (VLA) systems. Each module builds your robotics superpowers step by step.
Learn ROS 2 — the nervous system of modern robots. Build nodes, topics, services, actions, publishers, subscribers, QoS, and real robot workflows.
Open Module →Master simulation systems: Gazebo, Unity Robotics, Isaac Sim, and digital twin workflows for training and testing robots safely.
Open Module →Motors, actuators, torque control, IMUs, sensors, microcontrollers, embedded systems — everything real humanoids need.
Open Module →Learn the most advanced robotics architecture: perception models, LLM-driven command systems, action planners, and embodied AI agents.
Open Module →Reinforcement learning, motion planning, MPC, trajectory optimization, and how robots think and move intelligently.
Open Module →Learn end-to-end humanoid creation: mechanical design, kinematics, actuators, morphologies, energy systems, and AI-driven movement.
Open Module →Glossary, research papers, references, external resources, and further reading for mastering robotics and AI.
Open Appendix →Built fully around modern robotics workflows, from LLM agents to VLA systems and intelligent controllers.
Every module includes practical steps, code examples, simulations, and real robot applications.
The content reflects what Tesla Bots, Figure AI, Apptronik, and Sanctuary AI use in real humanoid robotics pipelines.
The future belongs to physical AI, embodied intelligence, and humanoid robotics. Start mastering it today.
Start Reading →