embodied

Definition

Having a body that perceives and acts inside an environment. Embodied AI covers robots and simulated agents, and the defining difference from static dataset learning is the closed loop: an action changes what the agent sees next, so errors compound and the data distribution is partly of the agent's own making. On real hardware the binding constraints become sample efficiency and safety rather than model capacity.

Explainers using this term

• Paper Walkthrough: GigaBrain-0.7 — 37,000 Hours of Embodied Experience and a Three-System Robot BrainGigaBrain-0.7: Scaling Embodied Foundation Models to Emergent Capabilities with a Three-System Architecture
• Paper Walkthrough: Embodied-Navigator (TAMP-Nav) — Let the VLM Just Point, and Navigation Gets Both Faster and BetterEmbodied-Navigator: Point, Think, Memorize, and Align for Efficient Navigation
• Paper walkthrough: Zetta ζ — a robot harness that repairs itself mid-execution, with the policy frozenZetta $ζ$: An Efficient Closed-Loop Embodied Harness for Self-Evolving Physical Intelligence