MoveIt 2
ROS 2 motion planning framework — inverse kinematics, planning pipelines, and manipulation tooling.
Robot Operating System 2 — middleware standard for sensors, control, navigation, and multi-robot systems.
Why: Industry-standard robot middleware everyone eventually meets
ROS 2 is the industry-standard robot middleware for sensors, control, navigation, and multi-process systems. Most real deployments eventually speak ROS 2 messages even if training happens elsewhere.
Learning ROS 2 is not the same as learning IL/VLA — but integrating a trained policy on hardware almost always needs topics, launches, and safety nodes.
Learning Path (Real): systems layer after you have a policy checkpoint.
Researchers, students, and builders comparing open embodied stacks.
Ubuntu apt (Humble example)
sudo apt install ros-humble-desktop
Systems middleware, not a learning algorithm — pair with LeRobot/policies for full stack.
Content reviewed 2026-07-28