Advanced · Systems

Shared Autonomy

Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.

TL;DR. A control paradigm where both a human operator and an autonomous system contribute to task execution, often blending control.

Technical Definition

A control paradigm where both a human operator and an autonomous system contribute to task execution, often blending control.

How it works

Shared autonomy optimizes task performance by leveraging the strengths of both human intuition and AI precision. The system dynamically allocates control authority based on context, complexity, and human input. This is critical for robust and flexible operation in complex or hazardous environments, such as surgical robotics or autonomous driving.

Related Concepts

• Human-in-the-loop — System designs where humans review, correct, or guide AI outputs as part of the workflow.
• Human-Robot Interaction (HRI) — The field dedicated to understanding, designing, and evaluating interactions between humans and robots.