Actuator

Devices measuring physical quantities (vision, lidar, force, IMU, etc.).

Software pipeline converting raw sensor data into structured representations.

Inferring the agent’s internal state from noisy sensor data.

Internal sensing of joint positions, velocities, and forces.

AI systems that perceive and act in the physical world through sensors and actuators.

Field combining mechanics, control, perception, and AI to build autonomous machines.