Lifelong Learning

Systems where failure causes physical harm.

Mathematical guarantees of system behavior.

Agents optimize collective outcomes.

Agents have opposing objectives.

Intelligence emerges from interaction with the physical world.

Closed loop linking sensing and acting.

Physical form contributes to computation.

Robots learning via exploration and growth.