Closed-Loop Control

Control without feedback after execution begins.

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

Internal sensing of joint positions, velocities, and forces.

External sensing of surroundings (vision, audio, lidar).

Continuous loop adjusting actions based on state feedback.